{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":41,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":41,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0ae93f826983","filters":{"venue":"International Journal of Mechanical Engineering Education"}},"results":[{"id":"W4361205834","doi":"10.1177/03064190231166665","title":"Exploring natural language processing in mechanical engineering education: Implications for academic integrity","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Context (archaeology); Computer science; Extant taxon; Automation; Cheating; Academic integrity; Natural (archaeology); Natural language; Engineering ethics; Software engineering; Artificial intelligence; Data science; Engineering; Mechanical engineering; Psychology","authors":[{"name":"Jonathan Lesage","is_ca":true},{"name":"Robert W. Brennan","is_ca":true},{"name":"Sarah Elaine Eaton","is_ca":true},{"name":"Beatriz Moya Figueroa","is_ca":true},{"name":"Brenda McDermott","is_ca":true},{"name":"Jason Wiens","is_ca":true},{"name":"Kai Herrero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06078129438859478,"gpt":0.3752472311078585,"spread":0.3144659367192637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03676432,0.0004143791,0.0007835557,0.005262632,0.00165589,0.01095338,0.002250243,0.003154969,0.003257223],"category_scores_gemma":[0.1300477,0.0003829086,0.0007881584,0.005350176,0.009541966,0.02225268,0.00391448,0.004103991,0.0007325613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003790836,"about_ca_system_score_gemma":0.008444632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097363,"about_ca_topic_score_gemma":0.002479312,"domain_scores_codex":[0.9771032,0.01430584,0.001577831,0.00131006,0.00511382,0.0005892402],"domain_scores_gemma":[0.6060526,0.3571016,0.01367443,0.006305129,0.01477348,0.002092728],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009916206,0.0003533607,0.01579027,0.009466723,0.0001249731,0.0004013713,0.0248597,0.002893496,0.001518687,0.2816848,0.005595259,0.6572121],"study_design_scores_gemma":[0.00004359584,0.0004096367,0.01690755,0.01884153,0.0001988245,0.0009425464,0.03575243,0.006547053,0.006947005,0.652082,0.2611043,0.0002236382],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.110796,0.4317951,0.1532222,0.2166848,0.001295846,0.0002680638,0.0002293763,0.0004960931,0.0852126],"genre_scores_gemma":[0.752633,0.1604307,0.06702286,0.01366487,0.001113429,0.000370328,0.000190919,0.0001328888,0.004440998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.996845,"threshold_uncertainty_score":0.1944306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793492139","doi":"10.1177/0306419018754396","title":"Misconceptions in engineering thermodynamics: A review","year":2018,"lang":"en","type":"review","venue":"International Journal of Mechanical Engineering Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"University of Waterloo","keywords":"Thermodynamics; Mathematics education; Epistemology; Psychology; Physics; Philosophy","authors":[{"name":"Sepehr Foroushani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06642654636120034,"gpt":0.4410693050444815,"spread":0.3746427586832812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004029939,0.0008729018,0.001290352,0.00517405,0.0006467168,0.001820257,0.001503689,0.001703743,0.002817615],"category_scores_gemma":[0.01227103,0.0004700069,0.0009207829,0.004062355,0.001736376,0.003204644,0.001439028,0.001804731,0.0007336257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266827,"about_ca_system_score_gemma":0.003847318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030703,"about_ca_topic_score_gemma":0.00297493,"domain_scores_codex":[0.9978299,0.000706483,0.0003815745,0.0002364442,0.0007781945,0.0000674568],"domain_scores_gemma":[0.9826924,0.01426421,0.001318331,0.0001805601,0.001369811,0.0001747298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005606321,0.00006934062,0.00176472,0.07377128,0.0002961719,0.0004606882,0.001468107,0.0005169447,0.0006238044,0.007726938,0.01874976,0.8944961],"study_design_scores_gemma":[0.00002080436,0.0001406009,0.006575262,0.1067618,0.0009719494,0.005658355,0.001977883,0.000254254,0.001610938,0.01035869,0.8655583,0.0001110435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004471035,0.9975963,0.0002386188,0.0007641176,0.0001659702,0.000006032177,0.00001653617,0.000007191541,0.0007579984],"genre_scores_gemma":[0.003429925,0.9954086,0.0002688321,0.0004955405,0.0001561356,0.000009766745,0.00002848321,0.000002942765,0.000199803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00517405,"threshold_uncertainty_score":0.02131265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780234937","doi":"10.1177/0306419017749581","title":"Chemical exergy of ideal and non-ideal gas mixtures and liquid solutions with applications","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Exergy efficiency; Process engineering; Ideal (ethics); Ideal gas; Thermodynamics; Ideal solution; Chemical thermodynamics; Computer science; Engineering; Non-equilibrium thermodynamics; Physics","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008796696238721221,"gpt":0.245925640873659,"spread":0.2371289446349377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955705,0.0007269942,0.00068183,0.001284012,0.000342283,0.001218789,0.0007006213,0.0009458375,0.003920369],"category_scores_gemma":[0.0009820566,0.0002663989,0.0006594663,0.0008209751,0.001317421,0.002093052,0.001158351,0.00102038,0.0007944495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005803555,"about_ca_system_score_gemma":0.0005051994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004105287,"about_ca_topic_score_gemma":0.0003376018,"domain_scores_codex":[0.9996705,0.00006143925,0.00002041751,0.00007234067,0.0001369051,0.00003839431],"domain_scores_gemma":[0.9998345,0.0000802812,0.00002768597,0.00001783835,0.00003046134,0.000009111285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006459039,0.00009047116,0.0009207287,0.001427243,0.00002830661,0.0004354007,0.0001725182,0.058082,0.0329805,0.834839,0.003578504,0.06738077],"study_design_scores_gemma":[0.00001877305,0.0002293305,0.002103087,0.0003187192,0.00003824391,0.001444988,0.0002444586,0.2035099,0.03896433,0.6224752,0.130578,0.00007494682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09474962,0.1082123,0.6313552,0.002301817,0.002027375,0.0002643522,0.0007101837,0.0003581065,0.1600209],"genre_scores_gemma":[0.8089201,0.04881151,0.08262981,0.0005850717,0.001157357,0.0003491085,0.0006876987,0.0002393058,0.05661999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003920369,"threshold_uncertainty_score":0.01311499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587475762","doi":"10.1177/0306419016689501","title":"Demystification of the Gouy-Stodola theorem of thermodynamics for closed systems","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Process Optimization and Integration","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Second law of thermodynamics; Thermodynamics; Entropy (arrow of time); Work (physics); Mathematics; Irreversible process; Laws of thermodynamics; Statistical physics; Applied mathematics; Mathematical economics; Calculus (dental); Theoretical physics; Non-equilibrium thermodynamics; Physics","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01098862594157989,"gpt":0.2601476504948489,"spread":0.249159024553269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288274,0.0009249974,0.001298955,0.001707134,0.001319349,0.002396344,0.001563026,0.001492604,0.004948063],"category_scores_gemma":[0.00556923,0.0003604136,0.001959676,0.0008372152,0.005795975,0.006462605,0.002467746,0.004055561,0.0009577054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806854,"about_ca_system_score_gemma":0.00161094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265992,"about_ca_topic_score_gemma":0.0005607549,"domain_scores_codex":[0.9984459,0.0003536292,0.00008197387,0.0002387625,0.0007406404,0.0001390054],"domain_scores_gemma":[0.9980696,0.001033962,0.0001541788,0.0002796665,0.0003694405,0.00009321822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003277267,0.000003114199,0.00002267428,0.00003672089,0.000003497524,0.00002172881,0.00005984494,0.002543718,0.0003205458,0.9942226,0.0004380576,0.002324343],"study_design_scores_gemma":[0.000002731337,0.00001693039,0.00006031045,0.00002587578,0.000004075933,0.00005749788,0.00001691075,0.02725755,0.0002507853,0.96601,0.006287406,0.00000992031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01231122,0.007488539,0.9134959,0.002598013,0.001038922,0.00008017302,0.0001510555,0.000186943,0.06264934],"genre_scores_gemma":[0.7012678,0.01116274,0.2595084,0.001749423,0.002638579,0.0005584593,0.0002356264,0.0004912062,0.02238772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004948063,"threshold_uncertainty_score":0.01655287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2602364393","doi":"10.1177/0306419017697413","title":"On the Gouy–Stodola theorem of thermodynamics for open systems","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Confusion; Second law of thermodynamics; Thermodynamics; Mathematics; Entropy (arrow of time); Calculus (dental); Mathematical economics; Applied mathematics; Physics","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0143747116058735,"gpt":0.2752400305700426,"spread":0.2608653189641691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003712094,0.001159417,0.001681367,0.002483464,0.002369331,0.003110493,0.001992085,0.002682737,0.006784522],"category_scores_gemma":[0.006677228,0.0005305652,0.002800702,0.001555799,0.0100213,0.008106584,0.003305151,0.005051501,0.002155147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467728,"about_ca_system_score_gemma":0.001908662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012881,"about_ca_topic_score_gemma":0.000740046,"domain_scores_codex":[0.9977779,0.0005335773,0.00009783838,0.000332649,0.0009855891,0.0002724537],"domain_scores_gemma":[0.9974046,0.001694684,0.0001857669,0.0002495113,0.0003559148,0.0001095077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003733792,0.000004267371,0.0000285101,0.00004841192,0.000003262827,0.00003583667,0.00006188024,0.002023946,0.0002348775,0.9944546,0.0009042934,0.002196432],"study_design_scores_gemma":[0.000002802012,0.00001056236,0.00006777339,0.00003537276,0.000003546469,0.0000573954,0.00001488521,0.008687326,0.0001549663,0.9823043,0.008648664,0.00001236607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02145883,0.04536073,0.7001472,0.01012019,0.003534326,0.0001286717,0.0003755401,0.0003550998,0.2185195],"genre_scores_gemma":[0.6924831,0.04592275,0.1778414,0.006133737,0.01009641,0.0008326172,0.0005340044,0.0010149,0.0651411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006784522,"threshold_uncertainty_score":0.0226965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216846263","doi":"10.1177/03064190211055431","title":"Archimedes’ principle with surface tension effects in undergraduate fluid mechanics","year":2021,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Buoyancy; Surface tension; Mechanics; Fluid mechanics; Hydrostatic pressure; Statics; Float (project management); Hydrostatic equilibrium; Tension (geology); Classical mechanics; Mechanical engineering; Engineering; Physics; Thermodynamics; Marine engineering","authors":[{"name":"David Naylor","is_ca":true},{"name":"Scott Tsai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004165986965052279,"gpt":0.2508867393564244,"spread":0.2467207523913721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006962015,0.000599968,0.0003282862,0.0004302133,0.0006655719,0.001159904,0.0009406449,0.001383133,0.004796337],"category_scores_gemma":[0.002085819,0.0003768045,0.0005082156,0.0005942689,0.003255071,0.002592447,0.001620595,0.002819275,0.001376459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008935683,"about_ca_system_score_gemma":0.0007293337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007298545,"about_ca_topic_score_gemma":0.0007230599,"domain_scores_codex":[0.9994331,0.0001474738,0.00002395717,0.00007531227,0.000279608,0.00004048145],"domain_scores_gemma":[0.9996601,0.0001792024,0.00002428632,0.00006182949,0.00004810613,0.0000263544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001513964,0.00005282944,0.0001982865,0.00009732401,0.000002572069,0.00006986739,0.0008103481,0.004735982,0.002742943,0.9295815,0.004542239,0.05715089],"study_design_scores_gemma":[0.00002782654,0.000116533,0.0005781999,0.0001311795,0.000005472503,0.0002856457,0.0001964769,0.02133311,0.004820168,0.8113776,0.1610972,0.00003067781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05196984,0.00659336,0.6351491,0.009390448,0.001796572,0.0001222479,0.00007249763,0.00079742,0.2941086],"genre_scores_gemma":[0.4721728,0.006203975,0.4322928,0.001238057,0.0007438541,0.0002761535,0.00008205839,0.0002856307,0.08670474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004796337,"threshold_uncertainty_score":0.01604533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314987373","doi":"10.7227/ijmee.35.2.1","title":"A Freshman Engineering Curriculum Integrating Design and Experimentation","year":2007,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Kate Gleason College of Engineering, Rochester Institute of Technology","keywords":"Curriculum; Teamwork; Class (philosophy); Engineering; Quarter (Canadian coin); Engineering management; Course (navigation); Engineering design process; Mathematics education; Computer science; Mechanical engineering; Pedagogy; Psychology; Artificial intelligence; Management","authors":[{"name":"Elizabeth DeBartolo","is_ca":false},{"name":"Risa Robinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01123467863043208,"gpt":0.2962700854630758,"spread":0.2850354068326437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009771406,0.001680247,0.001134742,0.002048417,0.002202232,0.004429917,0.003948746,0.001680079,0.04074911],"category_scores_gemma":[0.009112475,0.000991453,0.00106601,0.0009427139,0.001271824,0.00324822,0.004332395,0.003303648,0.01355857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003841352,"about_ca_system_score_gemma":0.01063773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132476,"about_ca_topic_score_gemma":0.003031183,"domain_scores_codex":[0.9957963,0.0008109524,0.0002845663,0.0007883216,0.001693489,0.0006263581],"domain_scores_gemma":[0.9882686,0.001197091,0.0004718624,0.001335761,0.004515359,0.004211287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005036189,0.01454165,0.01439294,0.001163925,0.0000496817,0.000858709,0.007139545,0.003693538,0.0443046,0.03184517,0.1191896,0.7623171],"study_design_scores_gemma":[0.0003225716,0.009583909,0.02993153,0.001311298,0.00006740177,0.002164348,0.005252986,0.008611951,0.03335957,0.03474846,0.874446,0.0001999507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2878141,0.002649585,0.4877517,0.01701226,0.004452895,0.01094835,0.001425219,0.007622827,0.1803231],"genre_scores_gemma":[0.2276691,0.00294972,0.4676487,0.008307843,0.00100002,0.004155533,0.002033161,0.001428599,0.2848074],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04074911,"threshold_uncertainty_score":0.1363193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177188188","doi":"10.1177/03064190211025954","title":"A build-at-home student laboratory experiment in mechanical vibrations","year":2021,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Set (abstract data type); Coronavirus disease 2019 (COVID-19); Bifilar coil; Computer science; Simple (philosophy); Multimedia; Human–computer interaction; Engineering; Mathematics education; Psychology; Medicine","authors":[{"name":"G. S. Schajer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005848340459577884,"gpt":0.2748044215104282,"spread":0.2689560810508503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866177,0.0006783327,0.0005439646,0.0002515434,0.000835626,0.0009398843,0.001456217,0.001314197,0.01036772],"category_scores_gemma":[0.002910734,0.0003108025,0.0004626512,0.0001446454,0.0009836901,0.001192452,0.001924152,0.001532348,0.001711898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931877,"about_ca_system_score_gemma":0.0003649595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001874014,"about_ca_topic_score_gemma":0.000406575,"domain_scores_codex":[0.9989586,0.0003380119,0.00005177943,0.0002383149,0.0002705718,0.0001426775],"domain_scores_gemma":[0.9973387,0.001211417,0.0001084948,0.0005119556,0.000311415,0.0005180207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005528867,0.02119341,0.01593196,0.001657022,0.0001529637,0.001933968,0.01107951,0.01891474,0.6843916,0.01267781,0.01081698,0.2157213],"study_design_scores_gemma":[0.001882185,0.09881947,0.03226846,0.0003805077,0.0002197447,0.002952821,0.008754298,0.06895721,0.6642045,0.008612011,0.1124056,0.0005431358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9209339,0.00005859385,0.06550907,0.000341455,0.0001518884,0.0007038719,0.000260166,0.0009333747,0.01110771],"genre_scores_gemma":[0.9236856,0.00008348814,0.06064656,0.0002503244,0.00004354426,0.0007698234,0.0002334397,0.0002079125,0.01407934],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01036772,"threshold_uncertainty_score":0.03468347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313362036","doi":"10.7227/ijmee.32.2.2","title":"Quick-Return Mechanism Design and Analysis Projects","year":2004,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Mechanism (biology); Computer science; Crank; Four-bar linkage; Motion (physics); Artificial intelligence","authors":[{"name":"Ron P. Podhorodeski","is_ca":true},{"name":"Scott Nokleby","is_ca":true},{"name":"Jonathan D. Wittchen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01245278780241689,"gpt":0.2601484758271641,"spread":0.2476956880247472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006771056,0.001062739,0.0005939442,0.00234176,0.001018142,0.001814239,0.002538903,0.002033346,0.03997794],"category_scores_gemma":[0.007937416,0.0006992689,0.001029371,0.0009072851,0.000664905,0.002263144,0.002091203,0.001128976,0.005615985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503879,"about_ca_system_score_gemma":0.002937653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005324096,"about_ca_topic_score_gemma":0.0007835549,"domain_scores_codex":[0.9965571,0.0009554077,0.0001450929,0.0002492546,0.001804378,0.0002887981],"domain_scores_gemma":[0.9954126,0.001147163,0.0002180036,0.0006824069,0.00188702,0.0006528333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000750283,0.001418273,0.003884172,0.001590626,0.00007398498,0.0006225898,0.001553071,0.0513754,0.04825418,0.1066884,0.03849616,0.7452929],"study_design_scores_gemma":[0.0008288788,0.006856522,0.006496155,0.0005301932,0.0001303855,0.001965056,0.001221094,0.08585998,0.08103762,0.0646598,0.7502347,0.00017961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09356491,0.001646635,0.8056939,0.001707402,0.0005964335,0.002743578,0.0008709686,0.00370261,0.08947365],"genre_scores_gemma":[0.2997397,0.001948384,0.5477291,0.0003046983,0.0001113389,0.001621716,0.001465116,0.0007645349,0.1463154],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03997794,"threshold_uncertainty_score":0.1337395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320280295","doi":"10.7227/ijmee.38.3.3","title":"Use of Linear Graphs and Thevenin/Norton Equivalent Circuits in the Modeling and Analysis of Electro-Mechanical Systems","year":2010,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Thévenin's theorem; Equivalent circuit; Mechanical system; Computer science; Network analysis; Domain (mathematical analysis); Electronic circuit; Coupling (piping); Nonlinear system; Linear system; Control engineering; Mathematics; Engineering; Mechanical engineering; Electrical engineering; Physics; Mathematical analysis; Artificial intelligence; Voltage","authors":[{"name":"Clarence W. de Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02001199515303856,"gpt":0.2720596230921013,"spread":0.2520476279390628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517218,0.001156301,0.0005109627,0.00100414,0.000323741,0.0011577,0.0009272647,0.0008397524,0.001978869],"category_scores_gemma":[0.001351102,0.0003112935,0.0006239458,0.0009770576,0.001118093,0.001817878,0.0006608719,0.0009500056,0.0006151933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006177244,"about_ca_system_score_gemma":0.0003555803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118838,"about_ca_topic_score_gemma":0.001315492,"domain_scores_codex":[0.9995772,0.0001874523,0.00002365669,0.00006043887,0.0001311631,0.00001994869],"domain_scores_gemma":[0.9996722,0.0001893413,0.00004498627,0.00003514732,0.00004836546,0.0000100948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002968663,0.00002331586,0.0002236442,0.0001857883,0.00003384872,0.0003140623,0.0001765195,0.2993015,0.006931977,0.6194121,0.001560667,0.07180691],"study_design_scores_gemma":[0.00001018662,0.00007348665,0.0001992336,0.0000601596,0.00004077821,0.0002411622,0.00006721613,0.6478184,0.003293978,0.3263292,0.02182824,0.00003796484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001490294,0.0004415819,0.992259,0.0001190558,0.00004660275,0.00001182109,0.00002299178,0.000114706,0.005493996],"genre_scores_gemma":[0.4595929,0.006119279,0.5202169,0.0005133384,0.0002305594,0.0002632094,0.0001704563,0.0002666587,0.01262654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001978869,"threshold_uncertainty_score":0.00661999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968256635","doi":"10.1177/0306419019868801","title":"A systematic approach for modeling multi-physics systems","year":2019,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Domain (mathematical analysis); Domain model; Computer science; Context (archaeology); Focus (optics); Physical system; Realization (probability); Domain engineering; Artificial intelligence; Domain knowledge; Physics; Mathematics; Software","authors":[{"name":"Clarence W. de Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01333498553783572,"gpt":0.2574198859702846,"spread":0.2440849004324489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718757,0.001444636,0.0008967099,0.001645995,0.001020561,0.002126778,0.002665968,0.001488891,0.003320652],"category_scores_gemma":[0.001644025,0.0007876445,0.00237074,0.001262347,0.00232826,0.002878841,0.002709998,0.003220478,0.00154597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147584,"about_ca_system_score_gemma":0.002203233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250086,"about_ca_topic_score_gemma":0.002719755,"domain_scores_codex":[0.9988571,0.000439885,0.00008496265,0.0001684627,0.0003928618,0.00005669262],"domain_scores_gemma":[0.9993294,0.000188526,0.00006829954,0.0001904177,0.0001890588,0.00003429859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008006151,0.00003566659,0.000184938,0.0002332747,0.00003786102,0.0001385393,0.0003338957,0.07253662,0.003299823,0.9025108,0.001527032,0.01915342],"study_design_scores_gemma":[0.00001723842,0.00005847344,0.000168736,0.0001519352,0.00004941523,0.0001865103,0.0001317859,0.3233697,0.002019365,0.608667,0.06513968,0.00004010195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000561433,0.0002400489,0.995451,0.000179779,0.00004439907,0.00005621064,0.00004456527,0.00008603464,0.003336453],"genre_scores_gemma":[0.05217586,0.001735118,0.9386762,0.0002785798,0.0001672769,0.0007349881,0.0002060937,0.0001675845,0.00585823],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003320652,"threshold_uncertainty_score":0.01110876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281750844","doi":"10.1177/03064190221105078","title":"Visiting central heating plant and mechanical rooms in buildings: A case study of virtual tours to foster students’ learning in a distance course","year":2022,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"HVAC; Pace; Course (navigation); Virtual learning environment; Reading (process); Multimedia; Computer science; Mathematics education; Engineering; Air conditioning; Medical education; Architectural engineering; Psychology; Mechanical engineering; Medicine","authors":[{"name":"Louis-Gabriel Maltais","is_ca":true},{"name":"Louis Gosselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006286321330386513,"gpt":0.2759882995417756,"spread":0.2697019782113891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198839,0.0005526035,0.0004049037,0.0006421164,0.003576498,0.002059508,0.001572068,0.001901829,0.002754269],"category_scores_gemma":[0.004343182,0.0003741382,0.0006876044,0.0006322032,0.001682808,0.001357025,0.002395411,0.001511972,0.0004951403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108794,"about_ca_system_score_gemma":0.001046734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341714,"about_ca_topic_score_gemma":0.01372607,"domain_scores_codex":[0.9976866,0.001540342,0.00005319948,0.0001750211,0.0001866393,0.0003581989],"domain_scores_gemma":[0.9962403,0.001898064,0.0003085026,0.0002826045,0.0001758662,0.001094648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001547604,0.02109659,0.07049692,0.002043396,0.0001790047,0.04935121,0.6281577,0.008544087,0.01907506,0.007101201,0.01032711,0.1820801],"study_design_scores_gemma":[0.0003577428,0.01076753,0.1037706,0.0006344061,0.0002132508,0.01711798,0.7319202,0.01164829,0.01491303,0.002217059,0.1060968,0.0003429899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961156,0.00008346685,0.001294001,0.0001844067,0.00001321938,0.00006852386,0.00003242084,0.00002560249,0.002182848],"genre_scores_gemma":[0.9921108,0.0002300505,0.004018684,0.0001125611,0.00001226268,0.00007873181,0.00004829695,0.00002909257,0.003359399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576498,"threshold_uncertainty_score":0.01162875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979146433","doi":"10.7227/ijmee.30.4.5","title":"Electro-Mechanical Design Engineering: A Progress Report and Future Directions for Mechatronics Education","year":2002,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Mechatronics; Electronics; Engineering; Bachelor; Graduation (instrument); Engineering management; Manufacturing engineering; Mechanical engineering; Engineering education; Mechanical design; Mechanical engineering technology; Vocational education; Electrical engineering","authors":[{"name":"Yusuf Altıntaş","is_ca":true},{"name":"Elizabeth A. Croft","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01151405503692738,"gpt":0.2616534840788651,"spread":0.2501394290419377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007683091,0.0009888517,0.0005418902,0.002252036,0.0006886182,0.004081017,0.001000759,0.002511658,0.0149927],"category_scores_gemma":[0.003284459,0.0003218023,0.0004533244,0.003534186,0.001023757,0.005347685,0.001550273,0.001891588,0.006925738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152879,"about_ca_system_score_gemma":0.005240783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0027062,"about_ca_topic_score_gemma":0.003471354,"domain_scores_codex":[0.998114,0.0003070598,0.0001760931,0.0001676988,0.0009774886,0.0002576963],"domain_scores_gemma":[0.9950708,0.001035892,0.0002581307,0.0002084013,0.002528129,0.0008986521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129918,0.0003197834,0.002055241,0.001862767,0.00001872558,0.0001313102,0.0003329077,0.001468156,0.001965412,0.01821594,0.08370089,0.8898158],"study_design_scores_gemma":[0.00002163575,0.0002731885,0.002246104,0.001538258,0.00002371128,0.0005027107,0.0008037164,0.001408403,0.001318676,0.0049227,0.9869195,0.00002155633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009086019,0.8079594,0.03352605,0.03342764,0.009800589,0.0001871061,0.0003449697,0.0006783055,0.1049898],"genre_scores_gemma":[0.05146746,0.8097916,0.03641404,0.003935044,0.002861452,0.000177633,0.001243272,0.0001648151,0.09394471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0149927,"threshold_uncertainty_score":0.05015564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327198913","doi":"10.7227/ijmee.33.1.3","title":"An Efficient Monte Carlo Approach for Determining Shape Factors","year":2005,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Monte Carlo method; Statistical physics; Dynamic Monte Carlo method; Simple (philosophy); Monte Carlo method in statistical physics; Monte Carlo molecular modeling; Computer science; Hybrid Monte Carlo; Mathematical optimization; Markov chain Monte Carlo; Mathematics; Physics; Statistics","authors":[{"name":"Mohammad Biglarbegian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02007929844959449,"gpt":0.2688656377444356,"spread":0.2487863392948411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153024,0.0008398308,0.001075275,0.001913403,0.001052933,0.001107839,0.001485592,0.001188718,0.004139734],"category_scores_gemma":[0.006155491,0.0007026236,0.0009757989,0.001247165,0.0006767191,0.001415067,0.0008512889,0.001223231,0.001299025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000932608,"about_ca_system_score_gemma":0.001526911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503668,"about_ca_topic_score_gemma":0.006988121,"domain_scores_codex":[0.9987975,0.0003533545,0.00004392724,0.0001162477,0.0006118498,0.00007703092],"domain_scores_gemma":[0.9974064,0.001521918,0.0001244104,0.0003261499,0.0005562995,0.0000647993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001060188,0.00009261406,0.001073621,0.0001449316,0.00009808272,0.0001498634,0.00009516045,0.7403694,0.01167079,0.09947513,0.001985805,0.1447386],"study_design_scores_gemma":[0.00001117485,0.00001154176,0.0001300698,0.00001041268,0.000008798645,0.00006419591,0.000007729027,0.9835808,0.001746116,0.01312583,0.001284348,0.00001914807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0021584,0.00008983797,0.9960076,0.00003068104,0.00001461924,0.00002983611,0.00002113231,0.0002850865,0.001362856],"genre_scores_gemma":[0.1242099,0.0003296715,0.8723215,0.0001366605,0.00004416032,0.0002661038,0.0002221468,0.0003067523,0.002163107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00503668,"threshold_uncertainty_score":0.01384872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318289201","doi":"10.7227/ijmee.29.1.5","title":"Teaching the Environmental Impact of Industrial Processes","year":2001,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Industrial ecology; Environmental impact assessment; Process (computing); Engineering; Secondary sector of the economy; Business; Engineering management; Environmental planning; Ecology; Environmental science; Computer science; Economics; Sustainability; Economy","authors":[{"name":"Marc A. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784666572994999,"gpt":0.2964271548689426,"spread":0.2785804891389926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000637645,0.001055832,0.0003958459,0.000313947,0.0008293237,0.001847374,0.0009870289,0.001380218,0.0110322],"category_scores_gemma":[0.001476945,0.000214508,0.0004234621,0.0002313833,0.0006124288,0.00105647,0.001978016,0.001965019,0.002331476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440098,"about_ca_system_score_gemma":0.001766284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036515,"about_ca_topic_score_gemma":0.002718857,"domain_scores_codex":[0.9996326,0.00006460301,0.00001135364,0.00006283858,0.0001632703,0.00006541211],"domain_scores_gemma":[0.999373,0.0002192223,0.00004733046,0.00003667893,0.00009681599,0.0002269458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002997273,0.009153118,0.008399004,0.001237939,0.00004185618,0.00155934,0.005355563,0.01533104,0.04711981,0.02751764,0.1305283,0.7534567],"study_design_scores_gemma":[0.0001976934,0.003022098,0.03093676,0.001597402,0.00006968898,0.002971518,0.004198671,0.01254409,0.04106996,0.05821967,0.8450869,0.0000856078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.399182,0.009991006,0.05717975,0.02337327,0.003932426,0.000816189,0.0002295067,0.0009937364,0.5043021],"genre_scores_gemma":[0.5782076,0.01877327,0.05116909,0.007017585,0.001989548,0.0004352822,0.000440832,0.000163923,0.3418029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0110322,"threshold_uncertainty_score":0.03690636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897260750","doi":"10.1177/0306419018791526","title":"Biomedical engineering undergraduate education: A Canadian perspective","year":2018,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Curriculum; Scope (computer science); Engineering education; Engineering ethics; Context (archaeology); Health systems engineering; Biological systems engineering; Engineering; Engineering management; Pedagogy; Computer science; Sociology; Civil engineering software","authors":[{"name":"Nikolas K. Knowles","is_ca":true},{"name":"Isha DeCoito","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004944152719046721,"gpt":0.2397673741990809,"spread":0.2348232214800342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004678723,0.0006411267,0.0003877102,0.003848152,0.01379895,0.007711488,0.002239197,0.003467954,0.01310914],"category_scores_gemma":[0.006899655,0.0003055391,0.0004519977,0.005407897,0.00835408,0.00259936,0.00388704,0.005397137,0.0008081892],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1978656,"about_ca_system_score_gemma":0.4251327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890842,"about_ca_topic_score_gemma":0.994315,"domain_scores_codex":[0.9946417,0.0006999162,0.0001395126,0.0004376005,0.002181571,0.001899625],"domain_scores_gemma":[0.9841542,0.001037175,0.000396096,0.0001315969,0.006190276,0.008090645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007347019,0.0001857605,0.01160119,0.00128778,0.00002506223,0.0008563701,0.01432658,0.001159037,0.0008350063,0.5479591,0.2353976,0.1862929],"study_design_scores_gemma":[0.0000221301,0.0000689764,0.02151388,0.001895446,0.0000367494,0.0003856404,0.01912648,0.000613557,0.0003060349,0.01668911,0.9392581,0.00008377613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02828995,0.06935692,0.003493378,0.5344737,0.004425819,0.0001307272,0.0009531279,0.0001334342,0.3587431],"genre_scores_gemma":[0.6277595,0.1727674,0.009843548,0.08103558,0.002360232,0.0001221838,0.0009141238,0.000154739,0.1050427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8021344,"threshold_uncertainty_score":0.9303622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980379979","doi":"10.7227/ijmee.31.3.2","title":"A Novel Approach to the Teaching of Planar Mechanism Dynamics – A Case Study","year":2003,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Mechanism (biology); Planar; Crank; Complement (music); Class (philosophy); Computer science; Operator (biology); Dynamics (music); Topology (electrical circuits); Mathematics; Artificial intelligence; Motion (physics); Physics; Computer graphics (images)","authors":[{"name":"Rosario Sinatra","is_ca":false},{"name":"Jorge Angeles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157669606422064,"gpt":0.2492355984398618,"spread":0.2376589023756412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001337479,0.0004526803,0.0003006066,0.0004537234,0.001442125,0.001769869,0.001869512,0.002537858,0.009068508],"category_scores_gemma":[0.002607944,0.0002147288,0.0005135224,0.0004289176,0.001434841,0.001545163,0.002331912,0.001725878,0.00122272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058526,"about_ca_system_score_gemma":0.001326685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008615457,"about_ca_topic_score_gemma":0.001904598,"domain_scores_codex":[0.9984686,0.000641843,0.00004770716,0.0001757032,0.0005077638,0.0001583861],"domain_scores_gemma":[0.998896,0.0004030402,0.00008157533,0.0001358593,0.0001528346,0.0003307571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00022169,0.00273182,0.004204866,0.0005395961,0.0000279612,0.006505592,0.009825944,0.03677126,0.03462329,0.5353258,0.01965362,0.3495685],"study_design_scores_gemma":[0.0002935514,0.00245462,0.002733099,0.0003278027,0.00003769255,0.01306084,0.01177362,0.194104,0.03679686,0.1372789,0.6009517,0.0001873524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2009282,0.0006319992,0.6554362,0.007895087,0.0005273862,0.0005075017,0.00009766547,0.0008819292,0.133094],"genre_scores_gemma":[0.5860904,0.0009437996,0.3637354,0.000735075,0.0001320322,0.0003842184,0.0001051699,0.00008251227,0.04779132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009068508,"threshold_uncertainty_score":0.03033721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189013827","doi":"10.1177/03064190211034165","title":"An improved de Laval nozzle experiment","year":2021,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Isentropic process; Shock (circulatory); Compressible flow; Rocket engine nozzle; Mechanics; Flow visualization; Compressibility; Computer science; Duct (anatomy); Flow (mathematics); Simulation; Physics; Thermodynamics","authors":[{"name":"Nicholas Goodman","is_ca":false},{"name":"Brian J. Leege","is_ca":false},{"name":"Peter Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005098788449345436,"gpt":0.2668078638876061,"spread":0.2617090754382607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389079,0.0005479907,0.0007783893,0.0004370321,0.0006423221,0.00116147,0.001504657,0.00168104,0.01329516],"category_scores_gemma":[0.003800737,0.0002850838,0.0004099684,0.0003969317,0.0005957425,0.001539809,0.00229493,0.001999144,0.002090059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452749,"about_ca_system_score_gemma":0.0006905023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009067436,"about_ca_topic_score_gemma":0.0007827179,"domain_scores_codex":[0.9984049,0.0001773131,0.0001288515,0.0004421058,0.0006717265,0.0001750837],"domain_scores_gemma":[0.9967465,0.0009173443,0.0001739559,0.000766267,0.001007936,0.0003878918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001146054,0.001020676,0.003859451,0.0004418067,0.00002956236,0.0004263938,0.0004839756,0.004529252,0.9236094,0.003824548,0.003363084,0.05726589],"study_design_scores_gemma":[0.0005157981,0.007329473,0.01517407,0.0001213841,0.00008897251,0.0008056964,0.0002189325,0.02515329,0.867179,0.001794385,0.0812669,0.0003519988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7108859,0.0007765703,0.2372136,0.001293118,0.0008366522,0.001969376,0.00377909,0.00853403,0.03471154],"genre_scores_gemma":[0.753801,0.0005550337,0.2118191,0.0008828214,0.0001466187,0.001040328,0.002652715,0.0008770974,0.02822518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329516,"threshold_uncertainty_score":0.04447681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925689611","doi":"10.1177/0306419019831393","title":"Revival of water table experiments in fluid mechanics courses, part I","year":2019,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Analogy; Fluid mechanics; Mach number; Compressible flow; Compressibility; Fluid dynamics; Nozzle; Mechanics; Division (mathematics); Computer science; Engineering; Mathematics; Mechanical engineering; Physics; Epistemology; Arithmetic","authors":[{"name":"Oleg Goushcha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005877294879911881,"gpt":0.2588448716545021,"spread":0.2529675767745902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006116957,0.0005405093,0.0004734739,0.0006239777,0.00187706,0.002157023,0.001743188,0.001225472,0.008383941],"category_scores_gemma":[0.009244478,0.0004425145,0.0004290843,0.0005070092,0.002235178,0.002259998,0.002134801,0.002620505,0.002154649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421297,"about_ca_system_score_gemma":0.001664305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192828,"about_ca_topic_score_gemma":0.00313799,"domain_scores_codex":[0.9960359,0.001420285,0.0001259525,0.0007610461,0.001413128,0.0002438009],"domain_scores_gemma":[0.9929831,0.002696592,0.0002325179,0.001422023,0.001906096,0.0007598025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00131972,0.006055444,0.01095895,0.001185616,0.00008132387,0.0007863755,0.01323141,0.00543028,0.2538646,0.05579634,0.04572824,0.6055617],"study_design_scores_gemma":[0.0002921074,0.006270758,0.03184175,0.0006192175,0.00005445277,0.0007724751,0.008633953,0.01051033,0.305714,0.01971229,0.615298,0.000280712],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7022509,0.002427991,0.1796985,0.01179611,0.002590147,0.001367614,0.0004753341,0.002763345,0.0966301],"genre_scores_gemma":[0.8309038,0.001736683,0.107046,0.002916483,0.0003627688,0.0007088424,0.0004360946,0.0008203526,0.05506897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008383941,"threshold_uncertainty_score":0.03234994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321688415","doi":"10.7227/ijmee.28.1.6","title":"Some Observations on Carnot Cycle as the Genesis of the Heat Pipe and Thermosyphon","year":2000,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Carnot cycle; Thermosiphon; Thermodynamics; Heat engine; Thermodynamic cycle; Heat pipe; Heat transfer; Mechanics; Boiling; Physics","authors":[{"name":"K. C. Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006797369781733235,"gpt":0.2460582318817359,"spread":0.2392608621000027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001113639,0.000423849,0.0003190749,0.001079834,0.001816818,0.001512598,0.0005471191,0.001151345,0.002261628],"category_scores_gemma":[0.002500869,0.0004072399,0.0003680314,0.0009380646,0.008874374,0.004307047,0.001408173,0.002498828,0.0003257428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435244,"about_ca_system_score_gemma":0.0007487479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869236,"about_ca_topic_score_gemma":0.001167595,"domain_scores_codex":[0.9994469,0.0001641094,0.00002947048,0.000140945,0.0001604731,0.00005808489],"domain_scores_gemma":[0.9992986,0.0003659409,0.00008272254,0.00007659593,0.0001403132,0.00003582475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001798399,0.000005498538,0.0001365068,0.0000597725,0.000001820209,0.0001486496,0.0008409045,0.0005738193,0.0004656146,0.9928809,0.001173647,0.003694807],"study_design_scores_gemma":[0.000008585329,0.00006842945,0.0009567959,0.0001321369,0.000009346736,0.0005407152,0.0003735457,0.002696189,0.002727856,0.7855741,0.2068499,0.00006242521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1756219,0.1223498,0.2312926,0.01620192,0.004758396,0.0001562277,0.00042745,0.0005447913,0.448647],"genre_scores_gemma":[0.8799498,0.0410543,0.03844503,0.002587168,0.002997563,0.0001494327,0.000208458,0.0002359201,0.03437235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002261628,"threshold_uncertainty_score":0.01041353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283162963","doi":"10.1177/03064190221109508","title":"In-house low-cost water table prototype to practically analyse the modelling compressible flow in a fluid engineering course","year":2022,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic jump; Supersonic speed; Choked flow; Nozzle; Supercritical flow; Compressible flow; Compressibility; Mechanics; Hydraulics; Fluid dynamics; Fluid mechanics; Flow (mathematics); Mechanical engineering; Engineering; Physics; Aerospace engineering","authors":[{"name":"Sílvia Armengol","is_ca":false},{"name":"Gustavo Raush","is_ca":false},{"name":"Pedro Javier Gamez-Montero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00775137527705341,"gpt":0.25109886472529,"spread":0.2433474894482366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006630534,0.0007013217,0.0005122357,0.0004336021,0.0003210721,0.0006425293,0.001572811,0.0006110202,0.02257881],"category_scores_gemma":[0.00109722,0.0003509544,0.0004476923,0.0002364388,0.0002953173,0.0006544215,0.0005854629,0.0006327689,0.003517596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501981,"about_ca_system_score_gemma":0.00067998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007066661,"about_ca_topic_score_gemma":0.00081609,"domain_scores_codex":[0.9996864,0.00003830082,0.00001492464,0.0000598954,0.0001645664,0.00003602472],"domain_scores_gemma":[0.9994722,0.0001709191,0.0000313234,0.0001210557,0.0001295018,0.00007498918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001011614,0.001492582,0.005977414,0.001871137,0.00006762615,0.001138691,0.0009062234,0.07980676,0.6047915,0.008344323,0.01351042,0.2810817],"study_design_scores_gemma":[0.0005414272,0.005452451,0.01214948,0.0001671665,0.0001817377,0.0007550666,0.0006318653,0.4114612,0.4383636,0.003583412,0.1265398,0.0001728661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1868694,0.0002081507,0.7781372,0.0002607396,0.0002861196,0.001703457,0.001427797,0.01360869,0.01749857],"genre_scores_gemma":[0.6696588,0.0002076165,0.3081841,0.00008980237,0.0000373311,0.002081642,0.001233736,0.0007741836,0.01773277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02257881,"threshold_uncertainty_score":0.07553363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329678519","doi":"10.7227/ijmee.40.4.4","title":"Linear-Graph Modeling Paradigms for Mechatronic Systems","year":2012,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Modeling and Simulation Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Mechatronics; Computer science; Control engineering; Graph; Domain (mathematical analysis); Bond graph; Systems modeling; Graph theory; System dynamics; Theoretical computer science; Modeling and simulation; Systems engineering; Artificial intelligence; Engineering; Software engineering; Simulation; Mathematics","authors":[{"name":"Clarence W. de Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02912686827845568,"gpt":0.2960208536902241,"spread":0.2668939854117684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004980891,0.0008584694,0.0003665099,0.0008597136,0.0004387922,0.001106598,0.001264702,0.0008933448,0.004659243],"category_scores_gemma":[0.0009798201,0.0002323629,0.0007650972,0.001071955,0.001018354,0.002042559,0.0008470608,0.001580691,0.00164302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009978499,"about_ca_system_score_gemma":0.0006796434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292175,"about_ca_topic_score_gemma":0.002343307,"domain_scores_codex":[0.9995058,0.0001938219,0.0000290754,0.0000742319,0.0001640931,0.00003303434],"domain_scores_gemma":[0.9996727,0.0001288138,0.00003813316,0.00004882671,0.00009223873,0.00001936754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000128305,0.00002258238,0.0001365587,0.000165314,0.00001677671,0.0001480265,0.0002009869,0.1058748,0.003607622,0.8574582,0.002608048,0.02974831],"study_design_scores_gemma":[0.00001156131,0.00003803681,0.00007984229,0.0000569136,0.00002062975,0.0001679537,0.00009601675,0.3241157,0.002107939,0.6172808,0.05600497,0.00001967157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001525055,0.0004591625,0.9874014,0.0003527359,0.00006522167,0.00004676124,0.00008482514,0.0002865676,0.00977827],"genre_scores_gemma":[0.2761146,0.005415913,0.694382,0.0008465889,0.0003064043,0.000592692,0.0007079567,0.0003951246,0.02123872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004659243,"threshold_uncertainty_score":0.01558667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063367427","doi":"10.7227/ijmee.33.4.3","title":"A Project in the Determination of the Moment of Inertia","year":2005,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Moment of inertia; Work (physics); Moment (physics); Inertia; Component (thermodynamics); Inertial frame of reference; Computer science; Industrial engineering; Mechanical engineering; Classical mechanics; Engineering; Physics","authors":[{"name":"Ron P. Podhorodeski","is_ca":true},{"name":"Paul Sobejko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007846600813563413,"gpt":0.2511407791775777,"spread":0.2432941783640143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005421497,0.0009250283,0.0007185168,0.001599901,0.001326703,0.00168938,0.001107855,0.00190275,0.008643614],"category_scores_gemma":[0.005331748,0.0004723895,0.001013336,0.0009813248,0.001646394,0.002219392,0.00194274,0.002151728,0.002602778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958312,"about_ca_system_score_gemma":0.002304508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009196899,"about_ca_topic_score_gemma":0.0005668022,"domain_scores_codex":[0.997893,0.0008283567,0.00006469257,0.0003988384,0.0007007658,0.0001142984],"domain_scores_gemma":[0.997729,0.0008656287,0.0001153746,0.0003345789,0.0006570921,0.0002983293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00044534,0.0004931263,0.001621902,0.000787597,0.00007768471,0.0004515837,0.001923523,0.01570286,0.03989771,0.3436929,0.04351354,0.5513923],"study_design_scores_gemma":[0.0001991688,0.003361386,0.003922784,0.0002724423,0.00009487377,0.002259014,0.0006144292,0.05703762,0.06594311,0.1169917,0.7491433,0.0001601271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03465761,0.007444808,0.8935402,0.006135746,0.003473372,0.0004155539,0.0002802583,0.001135784,0.0529167],"genre_scores_gemma":[0.1633612,0.007020271,0.6991056,0.000789538,0.001309748,0.000383704,0.0005734994,0.0005914731,0.1268651],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008643614,"threshold_uncertainty_score":0.02891582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011027913","doi":"10.7227/ijmee.29.3.1","title":"Use of an Electronic Classroom in Instruction at Undergraduate Level","year":2001,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics education; Computer science; Graphics; Computer graphics; Multimedia; Computer-Assisted Instruction; Science and engineering; Computer graphics (images); Engineering; Engineering ethics; Psychology","authors":[{"name":"William L. Cleghorn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01584431438302757,"gpt":0.261489339496161,"spread":0.2456450251131335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190274,0.0003449392,0.0002228462,0.0006181755,0.0007324695,0.001368691,0.0008775485,0.0004950876,0.00807865],"category_scores_gemma":[0.006872586,0.0001552535,0.0002433746,0.0004962684,0.0008637045,0.001084556,0.002279965,0.0006612029,0.002222379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271322,"about_ca_system_score_gemma":0.0008826859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152928,"about_ca_topic_score_gemma":0.003495235,"domain_scores_codex":[0.9971085,0.001096883,0.0001642333,0.0003500503,0.0009887023,0.0002916359],"domain_scores_gemma":[0.9941297,0.002939216,0.000523567,0.001016889,0.0007807039,0.000609984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005749278,0.00359983,0.01455351,0.0008297606,0.00003198148,0.0003842939,0.003852375,0.001034059,0.02733744,0.008172782,0.0028735,0.9367556],"study_design_scores_gemma":[0.0006791137,0.02110395,0.142943,0.002081905,0.0004104293,0.004278199,0.009085171,0.00410989,0.1138949,0.006736858,0.6944144,0.0002620752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806406,0.005487601,0.08990949,0.001582652,0.0004999,0.0005183403,0.0001585287,0.001677219,0.09376041],"genre_scores_gemma":[0.9147468,0.002392129,0.05539502,0.0005736818,0.0001119334,0.0001986105,0.0001446715,0.0001521286,0.02628503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00807865,"threshold_uncertainty_score":0.02702582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326390883","doi":"10.7227/ijmee.39.2.4","title":"Stagnation Pressure, the Bernoulli Equation, and the Steady-Flow Energy Equation","year":2011,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Inviscid flow; Bernoulli's principle; Stagnation point; Stagnation pressure; Mechanics; Stagnation temperature; Energy–depth relationship in a rectangular channel; Physics; Reynolds number; Potential flow around a circular cylinder; Flow (mathematics); Thermodynamics; Classical mechanics; Chézy formula; Open-channel flow; Turbulence; Heat transfer; Mach number","authors":[{"name":"Ali Vakil","is_ca":true},{"name":"Sheldon Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257857028982427,"gpt":0.2077778689107013,"spread":0.195199298620877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009049929,0.0006956185,0.0009243657,0.001299885,0.0007168412,0.00160519,0.001476932,0.001426769,0.006438084],"category_scores_gemma":[0.00237672,0.0004448502,0.0006754704,0.001236193,0.001949324,0.003254546,0.00170135,0.002326332,0.002172663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199641,"about_ca_system_score_gemma":0.001884021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005073288,"about_ca_topic_score_gemma":0.001884619,"domain_scores_codex":[0.9992235,0.0001114364,0.00005124812,0.0001362008,0.0004039365,0.00007375515],"domain_scores_gemma":[0.9995263,0.0001388421,0.00007808615,0.00002670686,0.0001897098,0.00004046828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003249193,0.00002374052,0.0010103,0.0003138717,0.0000171904,0.0002999071,0.0002996766,0.01262127,0.001859347,0.9156251,0.01574867,0.05214839],"study_design_scores_gemma":[0.00002403145,0.00007270177,0.003351697,0.0001924063,0.00002629919,0.0009066799,0.0001035813,0.07018247,0.001329171,0.7847006,0.1390047,0.0001056631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03090204,0.09928842,0.5518816,0.01420879,0.004147116,0.0001951888,0.001799298,0.0006818819,0.2968957],"genre_scores_gemma":[0.5863622,0.0876393,0.1390424,0.004393172,0.008353624,0.0005770776,0.002049163,0.0005183965,0.1710646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006438084,"threshold_uncertainty_score":0.02153748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293661083","doi":"10.1177/03064190221123536","title":"Studying transient heat transfer in a cylindrical pin fin with radiation and convection","year":2022,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Fin; Thermal conduction; Convection; Heat transfer; Mechanics; Convective heat transfer; Thermal radiation; Radiative transfer; Thermodynamics; Radiation; Transient (computer programming); Materials science; Heat transfer coefficient; Thermal; Simple (philosophy); Optics; Physics; Computer science; Composite material","authors":[{"name":"Massimiliano Zanoletti","is_ca":true},{"name":"François Godard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007354818788893647,"gpt":0.2200029227807682,"spread":0.2126481039918745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003618209,0.0003032063,0.0004937596,0.0001590954,0.0005734166,0.0003611928,0.0004973204,0.0004213827,0.001511677],"category_scores_gemma":[0.0008508413,0.0001899504,0.000326391,0.0002826807,0.0006282655,0.0004881549,0.0003362476,0.000463,0.0001751719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209653,"about_ca_system_score_gemma":0.0002961468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194096,"about_ca_topic_score_gemma":0.0007632436,"domain_scores_codex":[0.9998409,0.00001444136,0.00000514763,0.00004731036,0.0000438759,0.00004842625],"domain_scores_gemma":[0.9996614,0.0001922597,0.00002259255,0.00004753195,0.00004889339,0.00002729223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006269126,0.0002851595,0.002487341,0.0001806341,0.00001707068,0.0003576055,0.0006730249,0.01159981,0.9747909,0.001557246,0.0001687294,0.007255476],"study_design_scores_gemma":[0.00008238407,0.004548455,0.0174639,0.00002290727,0.0000305389,0.0003211431,0.0006186825,0.07184327,0.9025903,0.0006175176,0.001792635,0.00006813907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922891,0.00007176955,0.005896958,0.00003146426,0.00002052807,0.00003783487,0.00004673083,0.0000761889,0.001529257],"genre_scores_gemma":[0.9971253,0.00003013497,0.002021857,0.000006121532,0.000004628366,0.00001944725,0.0000201258,0.000009733641,0.0007625585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001511677,"threshold_uncertainty_score":0.005057037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736919943","doi":"10.1177/0306419017720427","title":"Quantification of irreversibilities in practical cyclic processes using exergy analysis and Gouy-Stodola theorem","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Exergy efficiency; Second law of thermodynamics; Thermodynamics; Entropy (arrow of time); Process engineering; Refrigeration; Process (computing); Computer science; Mathematics; Engineering; Physics","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02023783943642453,"gpt":0.3120330566550645,"spread":0.2917952172186399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708733,0.0007440856,0.0005890645,0.001716663,0.0005282784,0.001168269,0.0008311713,0.0005627879,0.001837816],"category_scores_gemma":[0.003278665,0.0002934822,0.0009900451,0.0009047463,0.002587882,0.003073701,0.001441171,0.001251799,0.0002491836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116581,"about_ca_system_score_gemma":0.0008239395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008679735,"about_ca_topic_score_gemma":0.0005839148,"domain_scores_codex":[0.9991282,0.0001742941,0.00005638052,0.0001406868,0.0004257349,0.00007479591],"domain_scores_gemma":[0.9990268,0.000655875,0.00009097229,0.0000919341,0.0001125866,0.00002186252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003944224,0.00004593743,0.001548819,0.0003051915,0.00003460476,0.0001675446,0.0003426096,0.1589074,0.02537203,0.7664733,0.0003279886,0.04643515],"study_design_scores_gemma":[0.000006531605,0.0001078488,0.002039984,0.00007341494,0.00002829113,0.0002144911,0.0001204281,0.4753087,0.0264966,0.4884999,0.007041689,0.00006217349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04072021,0.001438228,0.9412219,0.0001703416,0.00004626385,0.0000834437,0.00006708568,0.0001407599,0.01611172],"genre_scores_gemma":[0.8284734,0.001794095,0.1649567,0.00005392824,0.00005091396,0.0002558588,0.0001241361,0.0001314619,0.004159498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001837816,"threshold_uncertainty_score":0.00903672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004434656","doi":"10.7227/ijmee.31.1.6","title":"Visual Aid Depicting Mechanical Vibration Systems to Enhance Student Learning","year":2003,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Animation; Vibration; Computer science; Displacement (psychology); Mechanical system; Set (abstract data type); MATLAB; Trajectory; Boundary (topology); Function (biology); Boundary value problem; Control theory (sociology); Control engineering; Simulation; Artificial intelligence; Control (management); Engineering; Computer graphics (images); Acoustics; Mathematics; Programming language; Physics; Mathematical analysis","authors":[{"name":"Mina Hoorfar","is_ca":true},{"name":"Homayoun Najjaran","is_ca":true},{"name":"William L. Cleghorn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005112620933231682,"gpt":0.2960637494759382,"spread":0.2909511285427065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000456609,0.0009307758,0.0003304112,0.000576415,0.0001434783,0.0006965619,0.001173818,0.0007041814,0.07572317],"category_scores_gemma":[0.002254935,0.0002033223,0.0002586103,0.0003255783,0.0001461175,0.0007032378,0.001140992,0.0006562109,0.008913191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837635,"about_ca_system_score_gemma":0.0002685942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003030401,"about_ca_topic_score_gemma":0.0004982886,"domain_scores_codex":[0.9998693,0.00003772238,0.000006358292,0.00001691997,0.0000522125,0.00001751013],"domain_scores_gemma":[0.9989963,0.0006544894,0.00003150654,0.00007362905,0.0001343391,0.000109681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001763333,0.0008351915,0.001814199,0.001453432,0.00003930431,0.001424241,0.001472489,0.04050675,0.1143073,0.01672471,0.1862085,0.6334506],"study_design_scores_gemma":[0.001005116,0.001822493,0.0073174,0.0007292591,0.0001162325,0.001796027,0.0005207119,0.3785996,0.1037213,0.0198474,0.4843659,0.0001585978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06232918,0.0004045734,0.8094183,0.001064102,0.0005230429,0.0006885767,0.003256944,0.06192157,0.06039374],"genre_scores_gemma":[0.236462,0.0008087457,0.6740188,0.0005722816,0.00018448,0.001408258,0.003431578,0.005476303,0.07763753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07572317,"threshold_uncertainty_score":0.2533193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376113903","doi":"10.1177/03064190231174438","title":"On the origin of the ground effect","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Ground effect (cars); Airfoil; Common ground; Curvature; Lift (data mining); Simple (philosophy); Solver; Circulation (fluid dynamics); Vortex; Computer science; Mechanics; Mathematics; Physics; Geometry; Aerospace engineering; Engineering; Psychology; Social psychology; Epistemology","authors":[{"name":"Lisa Long","is_ca":true},{"name":"Jaime G. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023446193287784,"gpt":0.2792313701126509,"spread":0.2689969081797731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002879836,0.0003547791,0.0002761174,0.0003437816,0.0006120183,0.001254922,0.0003965058,0.0008934648,0.01624221],"category_scores_gemma":[0.001688635,0.0002122696,0.0003994108,0.0001767308,0.002157158,0.002485347,0.001393102,0.002266927,0.001332163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004858734,"about_ca_system_score_gemma":0.0003007322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122038,"about_ca_topic_score_gemma":0.0007352988,"domain_scores_codex":[0.9997846,0.0000660096,0.000005633613,0.00003988041,0.00006891309,0.00003502331],"domain_scores_gemma":[0.9995891,0.0002456393,0.00002555885,0.00005137788,0.00005927833,0.00002913534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001214959,0.00003882948,0.001187416,0.000176713,0.00001334893,0.0007276498,0.001149657,0.006894656,0.01069278,0.8936945,0.01528709,0.07001588],"study_design_scores_gemma":[0.00007687976,0.0001855717,0.00520559,0.0003770243,0.00002886595,0.001008344,0.0008857988,0.03694497,0.01314441,0.7667169,0.1753255,0.0001002181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1632299,0.01002578,0.2919442,0.02213691,0.003415898,0.00006736271,0.0002013088,0.001841021,0.5071376],"genre_scores_gemma":[0.9128637,0.004247425,0.02296669,0.002077464,0.0007368026,0.00003542327,0.00007491221,0.0006654686,0.05633215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01624221,"threshold_uncertainty_score":0.05433559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095383976","doi":"10.7227/ijmee.34.3.5","title":"Use of Frequency-Domain Concepts in the Analysis and Design of Mechanical Vibrating Systems","year":2006,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mechanical impedance; Transmissibility (structural dynamics); Mechanical system; Mechanical vibration; Vibration; Frequency domain; Mechanical design; Domain (mathematical analysis); Computer science; Frequency analysis; Mechanical engineering; Acoustics; Vibration isolation; Structural engineering; Electrical impedance; Engineering; Mathematics; Physics; Electrical engineering; Mathematical analysis","authors":[{"name":"C. W. de Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01403395036697414,"gpt":0.2552586487980052,"spread":0.2412246984310311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161237,0.0009489929,0.0005377874,0.0008656977,0.0004777393,0.001097488,0.0006633201,0.0009378024,0.002230284],"category_scores_gemma":[0.002110931,0.0004195047,0.0005752172,0.0005573223,0.001600848,0.001631892,0.0009124076,0.001319534,0.0007333636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998999,"about_ca_system_score_gemma":0.0003480492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421113,"about_ca_topic_score_gemma":0.0003477416,"domain_scores_codex":[0.9994752,0.0002011388,0.00002886757,0.00006189285,0.0002061869,0.00002674186],"domain_scores_gemma":[0.9993469,0.0004791761,0.0000499615,0.00004758284,0.0000644576,0.00001196792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005563656,0.00005190094,0.0002854133,0.0005211968,0.00005103385,0.0002138152,0.0004397021,0.1218129,0.02048575,0.667369,0.001499411,0.1872143],"study_design_scores_gemma":[0.00004659881,0.0003425072,0.0004121562,0.0003619188,0.00005728588,0.0007768677,0.000180979,0.4364371,0.007612942,0.480602,0.0730871,0.00008259109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001405128,0.001333864,0.9933621,0.0001339565,0.00008304686,0.0000143145,0.000005921582,0.00004610908,0.003615546],"genre_scores_gemma":[0.2254255,0.01205638,0.7544639,0.0004521816,0.0006204689,0.0002404195,0.00005125656,0.0001247288,0.006565256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002230284,"threshold_uncertainty_score":0.007461071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200340158","doi":"10.1177/03064190211058379","title":"Unordinary: An evaluation of lecture-free activities using a repertory grid","year":2021,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island","keywords":"Repertory grid; Formative assessment; Summative assessment; Construct (python library); Experiential learning; Personal construct theory; Mathematics education; Psychology; Ranking (information retrieval); Preference; Grid; Descriptive statistics; Computer science; Artificial intelligence; Social psychology; Mathematics","authors":[{"name":"Libby Osgood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03742078437870527,"gpt":0.3645833776684249,"spread":0.3271625932897196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007614573,0.0006324195,0.0005845212,0.001737711,0.0007150096,0.001251129,0.001330811,0.0004939309,0.002077602],"category_scores_gemma":[0.0260191,0.000239886,0.000384753,0.001161119,0.0007775342,0.001261474,0.002233337,0.0004060903,0.0005225933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812782,"about_ca_system_score_gemma":0.0008491651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393319,"about_ca_topic_score_gemma":0.00273805,"domain_scores_codex":[0.992183,0.004913802,0.0007217051,0.0005953483,0.00130075,0.0002853262],"domain_scores_gemma":[0.9766217,0.0143974,0.00102505,0.002606853,0.003901235,0.001447751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.008101091,0.01175144,0.04682931,0.002677407,0.0001655622,0.000546649,0.04055133,0.009239159,0.04167126,0.003350646,0.002522457,0.8325937],"study_design_scores_gemma":[0.003580665,0.1154474,0.4623145,0.001448938,0.0007582328,0.002423141,0.09068742,0.09460796,0.1502623,0.01181838,0.06579236,0.0008586865],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703312,0.0001161781,0.02346483,0.00006958923,0.00003523051,0.001152666,0.0002116203,0.0002830604,0.004335612],"genre_scores_gemma":[0.9477776,0.000175586,0.04822896,0.00004388553,0.00001413691,0.0009037733,0.0003208715,0.00009465345,0.002440598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007614573,"threshold_uncertainty_score":0.04027015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327969682","doi":"10.1177/03064190231163487","title":"Active learning approach to enhance rotor dynamics understanding: A classroom demonstration","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bachelor; Presentation (obstetrics); Context (archaeology); Process (computing); Rotor (electric); Dynamics (music); Work (physics); Mathematics education; Engineering; Test (biology); Computer science; Mechanical engineering; Pedagogy; Psychology; Medicine; Political science","authors":[{"name":"Lorenzo Bernardini","is_ca":false},{"name":"Egidio Di Gialleonardo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01350064385660531,"gpt":0.2788442531045714,"spread":0.2653436092479661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095225,0.0008350083,0.0004940103,0.0004058724,0.0004393544,0.0009507314,0.001795799,0.001392791,0.009695268],"category_scores_gemma":[0.002467815,0.0001964234,0.0005195175,0.0001482617,0.0005520628,0.0009816338,0.001983448,0.001238791,0.002128909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103074,"about_ca_system_score_gemma":0.0003600777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002064866,"about_ca_topic_score_gemma":0.0002811677,"domain_scores_codex":[0.9993336,0.0002482223,0.00002620802,0.0001493709,0.0001580047,0.0000846457],"domain_scores_gemma":[0.9984658,0.0008598426,0.00007636848,0.0001589014,0.0001453704,0.0002937442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002577758,0.03083491,0.00488878,0.003496952,0.0001540961,0.005018238,0.01635738,0.01698354,0.349414,0.01373428,0.02472971,0.5318103],"study_design_scores_gemma":[0.003069079,0.05181897,0.03123751,0.001484484,0.0002788874,0.006625417,0.00934311,0.1422243,0.3144692,0.0228652,0.4161579,0.0004258779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7085565,0.001091484,0.2467856,0.001768006,0.0005033628,0.001430587,0.0005201097,0.004948187,0.03439613],"genre_scores_gemma":[0.8400684,0.0005714289,0.1366425,0.0002941284,0.0001113111,0.0007841555,0.0003410674,0.000200751,0.02098621],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009695268,"threshold_uncertainty_score":0.03243387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080247836","doi":"10.7227/ijmee.37.3.3","title":"A Perpetual-Motion Machine Problem for Teaching Fluid Mechanics and Thermodynamics","year":2009,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Buoyancy; Fluid mechanics; Work (physics); Hydrostatic equilibrium; Mechanics; Motion (physics); Statics; Calculus (dental); Mathematical proof; Thermodynamics; Computer science; Mathematics; Classical mechanics; Physics; Geometry","authors":[{"name":"David Naylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003742510083032021,"gpt":0.2528298958947723,"spread":0.2490873858117403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144941,0.0008526922,0.0005283749,0.0005268031,0.002099703,0.00197982,0.001744088,0.002501078,0.02981334],"category_scores_gemma":[0.004222177,0.0003796221,0.0007111894,0.0007478726,0.001843535,0.00452223,0.002636089,0.002910567,0.004353101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445734,"about_ca_system_score_gemma":0.001297225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324088,"about_ca_topic_score_gemma":0.001357802,"domain_scores_codex":[0.9992588,0.000305366,0.00003848339,0.0001493969,0.0001884543,0.0000594508],"domain_scores_gemma":[0.9989104,0.000729671,0.00005728474,0.0001072605,0.00009424565,0.0001011185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069405,0.0001114481,0.0002412742,0.0002431847,0.000009295995,0.0002707011,0.0004453488,0.01071392,0.001998266,0.8410012,0.02826415,0.1165942],"study_design_scores_gemma":[0.00006191525,0.0001356584,0.0002760877,0.0001300087,0.00001118421,0.0006567018,0.0003131955,0.08834715,0.002676867,0.6786404,0.2287093,0.00004152272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01213691,0.001446303,0.882348,0.007876436,0.001328757,0.0002667722,0.0001355701,0.0007354242,0.09372577],"genre_scores_gemma":[0.1188215,0.001337191,0.7886271,0.0008358012,0.0006170822,0.0005643028,0.000240615,0.0002441186,0.08871242],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02981334,"threshold_uncertainty_score":0.09973562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332611436","doi":"10.7227/ijmee.37.3.8","title":"An Easily Understandable Introduction of Surface Tension to Engineering Students","year":2009,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Surface tension; Surface (topology); Tension (geology); Computer science; Mechanical engineering; Mechanics; Mathematics education; Engineering drawing; Mathematics; Engineering; Materials science; Composite material; Physics; Geometry; Thermodynamics","authors":[{"name":"Junfeng Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00981560251610323,"gpt":0.2742091446691641,"spread":0.2643935421530609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168911,0.002072957,0.0006895068,0.0007178208,0.0005522041,0.00118871,0.001414658,0.002054639,0.06166588],"category_scores_gemma":[0.004938943,0.0004369704,0.0007550479,0.00026057,0.0004937464,0.00158462,0.003077057,0.002734931,0.02985632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089359,"about_ca_system_score_gemma":0.000898684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257755,"about_ca_topic_score_gemma":0.0003018001,"domain_scores_codex":[0.9990483,0.0002006099,0.00006360834,0.0001205659,0.000448889,0.000118105],"domain_scores_gemma":[0.9977449,0.0007832445,0.0002041737,0.0002495631,0.0005478926,0.0004702717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006102224,0.004305021,0.001812036,0.001594952,0.0000240956,0.002112722,0.003524456,0.001933143,0.1218046,0.02031301,0.2136422,0.6283236],"study_design_scores_gemma":[0.0006130281,0.003335073,0.005019185,0.0007688336,0.00004642571,0.003247522,0.00136659,0.00647495,0.07535382,0.02244147,0.881081,0.0002521152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05720416,0.001276929,0.7547405,0.01141732,0.005920992,0.002977356,0.001474982,0.03060133,0.1343865],"genre_scores_gemma":[0.1065061,0.001969167,0.6847377,0.004741218,0.001121281,0.004228716,0.0009564454,0.00239945,0.19334],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06166588,"threshold_uncertainty_score":0.2062929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991020622","doi":"10.7227/ijmee.35.2.6","title":"Software Demonstration of Disc Cam Mechanisms for Mechanical Engineering Education","year":2007,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Kinematics; Software; Computer science; Engineering drawing; Software engineering; Engineering; Programming language","authors":[{"name":"Mina Hoorfar","is_ca":true},{"name":"Homayoun Najjaran","is_ca":true},{"name":"William L. Cleghorn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012107289920017,"gpt":0.2927030204717329,"spread":0.2805957305517158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005981497,0.0005313162,0.0002614175,0.0004083698,0.0001836337,0.000367213,0.001049445,0.0006913149,0.01920239],"category_scores_gemma":[0.002850494,0.0002888531,0.0002715704,0.0001960714,0.0001628567,0.0004235725,0.0006550442,0.0005505226,0.003140242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502891,"about_ca_system_score_gemma":0.0003312221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004356723,"about_ca_topic_score_gemma":0.0003926926,"domain_scores_codex":[0.9997172,0.00005728422,0.00001581631,0.00002888084,0.0001590784,0.000021745],"domain_scores_gemma":[0.9985092,0.0009025359,0.00005516321,0.0001572902,0.0002678045,0.0001079967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008903433,0.0007215749,0.003704397,0.001037197,0.00003614639,0.00138693,0.001280704,0.03958103,0.2951998,0.01600426,0.03665926,0.6034983],"study_design_scores_gemma":[0.0009276762,0.002276814,0.007875841,0.0003805972,0.00005970776,0.002705434,0.0001886725,0.458728,0.21435,0.007587086,0.3047935,0.0001267172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.08672029,0.0002273931,0.8591191,0.0003517704,0.0001921662,0.0003945707,0.0005234949,0.02841905,0.02405215],"genre_scores_gemma":[0.4205754,0.0003776401,0.5501683,0.0001595381,0.00005260661,0.000741857,0.001046805,0.002529018,0.02434892],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01920239,"threshold_uncertainty_score":0.06423837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327620930","doi":"10.7227/ijmee.37.2.1","title":"Two Case Studies for the Effect of Beam Offset in Finite Element Calculations","year":2009,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Offset (computer science); Finite element method; Beam (structure); Structural engineering; Engineering; Computer science","authors":[{"name":"Nader G. Zamani","is_ca":true},{"name":"Nima Gharib","is_ca":true},{"name":"P. N. Kaloni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061407910134208,"gpt":0.316015583347207,"spread":0.3054015042458649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486301,0.0006266198,0.0006753699,0.0005598021,0.0009462067,0.0007954752,0.00125567,0.001845526,0.002573754],"category_scores_gemma":[0.006513702,0.0005089908,0.0004495298,0.0008067049,0.0008182809,0.000691884,0.0008860839,0.001003259,0.0003941638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485929,"about_ca_system_score_gemma":0.0005923581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550472,"about_ca_topic_score_gemma":0.003471972,"domain_scores_codex":[0.9983637,0.0005199259,0.00009236541,0.0001005608,0.0007803442,0.000143114],"domain_scores_gemma":[0.9914718,0.006224016,0.0004177808,0.0008296844,0.0008909597,0.0001657934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001550749,0.0005222056,0.02258228,0.0007239761,0.00008333243,0.003781483,0.001600019,0.8131391,0.0753572,0.01566071,0.001587803,0.06341113],"study_design_scores_gemma":[0.00019483,0.00119827,0.009285063,0.0001943835,0.0001165003,0.001898516,0.001079911,0.813098,0.1596744,0.004012882,0.009126034,0.0001213032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447743,0.0006646254,0.1441123,0.0002796071,0.00006953191,0.0001091431,0.0001359875,0.0005631723,0.009291382],"genre_scores_gemma":[0.9356871,0.0001494703,0.06199004,0.00004051781,0.000008530798,0.00006271776,0.00006617383,0.00009324204,0.001902323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002573754,"threshold_uncertainty_score":0.00861007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781643526","doi":"10.1177/0306419017749801","title":"Comparison of entropic and exergetic methods of quantification of loss of power due to irreversibilities in real processes using the Gouy–Stodola theorem","year":2018,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Thermodynamics; Entropy (arrow of time); Second law of thermodynamics; Entropy production; Chemistry; Statistical physics; Non-equilibrium thermodynamics; Physics","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0285513507717768,"gpt":0.3675676007261712,"spread":0.3390162499543944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003997507,0.00107142,0.00106893,0.004913091,0.0003662881,0.001627595,0.00156684,0.0007512065,0.001142919],"category_scores_gemma":[0.007875082,0.0004286808,0.001129407,0.002124578,0.001602516,0.003293145,0.001751479,0.001082109,0.0003209735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116852,"about_ca_system_score_gemma":0.0009839471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009178652,"about_ca_topic_score_gemma":0.0006884391,"domain_scores_codex":[0.9970775,0.0006741507,0.0001558545,0.0002508477,0.001733175,0.0001084557],"domain_scores_gemma":[0.9964607,0.002326277,0.0002660169,0.000384624,0.000504488,0.00005786496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004767347,0.000263515,0.008505454,0.002443578,0.0005312588,0.0003594474,0.00125835,0.2445344,0.03257328,0.3875722,0.001622313,0.3198593],"study_design_scores_gemma":[0.00005948424,0.0003227913,0.01863767,0.0002872095,0.0001596293,0.0006345972,0.0003504581,0.8210072,0.04707387,0.09663782,0.01451675,0.0003125345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09588187,0.02641081,0.8493996,0.0004339991,0.0004588741,0.0002663521,0.000269142,0.0005051389,0.02637413],"genre_scores_gemma":[0.8163885,0.009797627,0.1675696,0.00007045356,0.0002165318,0.0005040676,0.0003578299,0.0003598697,0.004735571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004913091,"threshold_uncertainty_score":0.02114105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387160966","doi":"10.1177/03064190231203692","title":"Pattern recognition as a learning strategy in the study of engineering dynamics","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Memorization; Dynamics (music); Cronbach's alpha; Sample (material); Value (mathematics); Cognition; Computer science; Mathematics education; Artificial intelligence; Psychology; Pattern recognition (psychology); Machine learning; Pedagogy; Developmental psychology","authors":[{"name":"Simon Li","is_ca":true},{"name":"Kashif Raza","is_ca":true},{"name":"Ahmad Ghasemloonia","is_ca":true},{"name":"Catherine Siew Kheng Chua","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05043260281856538,"gpt":0.3822287196285995,"spread":0.3317961168100341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01068246,0.0005227939,0.0005585263,0.002548008,0.0005738072,0.005166331,0.0009617519,0.001194817,0.001270699],"category_scores_gemma":[0.03250022,0.0003519447,0.0004690152,0.001882617,0.004053943,0.00428964,0.002067754,0.001363427,0.0003545408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009935489,"about_ca_system_score_gemma":0.001700893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359706,"about_ca_topic_score_gemma":0.0006050233,"domain_scores_codex":[0.9869975,0.008227276,0.0006828331,0.001253802,0.002467442,0.0003712731],"domain_scores_gemma":[0.9613516,0.03075777,0.00331065,0.001911078,0.001845036,0.0008238303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002307205,0.001406369,0.1588166,0.002317285,0.0001569234,0.001382861,0.21197,0.004473556,0.02798356,0.0585415,0.001685657,0.531035],"study_design_scores_gemma":[0.0001920326,0.004753259,0.342707,0.002899491,0.000222817,0.009709858,0.2307807,0.06355872,0.03584306,0.2126782,0.09622359,0.0004312896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760033,0.001197946,0.09976687,0.00129999,0.00005473617,0.0003584936,0.00002727935,0.0001063597,0.02118501],"genre_scores_gemma":[0.9607623,0.0005168497,0.03712665,0.0001963318,0.00002111277,0.0001373414,0.00002704924,0.00002105998,0.001191335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068246,"threshold_uncertainty_score":0.05649495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402995373","doi":"10.1177/03064190241286667","title":"A new twist on torsion: A connection between vector calculus and mechanics of materials","year":2024,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Torsion (gastropod); Twist; Calculus (dental); Connection (principal bundle); Mathematics; Classical mechanics; Pure mathematics; Geometry; Physics; Orthodontics; Anatomy; Medicine","authors":[{"name":"Alvaro A. Espinosa Maldonado","is_ca":true},{"name":"Allan T. Dolovich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079566910992457,"gpt":0.2512042020592107,"spread":0.2404085329492862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227954,0.0009908142,0.001024564,0.002311624,0.00123213,0.003373855,0.00119543,0.002017241,0.008181248],"category_scores_gemma":[0.004739933,0.0004122297,0.0008501374,0.001804515,0.01015194,0.01087497,0.003443558,0.005165604,0.001649245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009096789,"about_ca_system_score_gemma":0.0007589314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004115167,"about_ca_topic_score_gemma":0.0003786503,"domain_scores_codex":[0.9983713,0.0006898609,0.00007972046,0.0002594047,0.0004667463,0.0001329866],"domain_scores_gemma":[0.9977968,0.001324671,0.0001834711,0.0002948163,0.0002676404,0.0001327695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001281068,0.000006288993,0.0001268139,0.00004956319,0.000003205692,0.00006449578,0.0002907708,0.0004512911,0.0004769717,0.9871739,0.001364989,0.009978953],"study_design_scores_gemma":[0.000005432995,0.00005491549,0.0002289359,0.00007160596,0.000004819219,0.0002416245,0.0001371722,0.002292301,0.0002758654,0.9526212,0.04404159,0.00002437906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02675265,0.02540221,0.7784725,0.0155459,0.008395547,0.00006539092,0.0002364293,0.0003568346,0.1447724],"genre_scores_gemma":[0.6134659,0.03347479,0.2659063,0.008712607,0.01635747,0.000251813,0.0002594648,0.001045494,0.06052625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008181248,"threshold_uncertainty_score":0.02736896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361276866","doi":"10.1177/03064190231164715","title":"Observed practices of design engineers","year":2023,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Connotation; Thematic analysis; Best practice; Engineering ethics; Engineering; Documentation; Computer science; Management science; Qualitative research; Management; Sociology","authors":[{"name":"Libby Osgood","is_ca":true},{"name":"Clifton R. Johnston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06706053050672287,"gpt":0.3263393305212744,"spread":0.2592788000145515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008282358,0.0003931955,0.0002694766,0.002314159,0.002358352,0.002512043,0.001327035,0.001040597,0.002221052],"category_scores_gemma":[0.05322144,0.0004514309,0.0002960175,0.001545572,0.002870831,0.001904537,0.002891567,0.001113791,0.0005145952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733594,"about_ca_system_score_gemma":0.002423981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00974765,"about_ca_topic_score_gemma":0.01611002,"domain_scores_codex":[0.9835586,0.008351027,0.001395434,0.00181628,0.00406349,0.0008152279],"domain_scores_gemma":[0.9361911,0.04202541,0.006277352,0.005035895,0.008962492,0.001507796],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001123196,0.0001123418,0.1406081,0.0005986578,0.00004461327,0.0009775435,0.7137966,0.0007066214,0.01432661,0.003985843,0.001666792,0.123064],"study_design_scores_gemma":[0.00002874251,0.0004435123,0.1464779,0.001019224,0.00006218432,0.003887455,0.6698526,0.002287085,0.01222557,0.005142085,0.1583238,0.0002498628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627563,0.001048927,0.01584725,0.0009136958,0.00002574984,0.0001196984,0.0001695216,0.00009743686,0.01902151],"genre_scores_gemma":[0.9892698,0.0007341514,0.004902123,0.0001750981,0.00000757481,0.00009834432,0.0001055272,0.00002729033,0.004680144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917176,"threshold_uncertainty_score":0.04380184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320976025","doi":"10.7227/ijmee.36.4.1","title":"Integrated Coal and Steel Production in Nova Scotia","year":2008,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Coal; Production (economics); Environmental science; Engineering; Geography; Waste management; Archaeology; Economics; Aeronautics","authors":[{"name":"J.C. Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01258976552406116,"gpt":0.2401335644016482,"spread":0.227543798877587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540765,0.0001732327,0.0001691288,0.0005921512,0.0009904267,0.0007935975,0.0003692282,0.0003635539,0.002591406],"category_scores_gemma":[0.0003868551,0.0002150585,0.0002117706,0.0006737444,0.0003894345,0.000182185,0.0008204401,0.0002725213,0.0002875671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009235443,"about_ca_system_score_gemma":0.01237195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9206787,"about_ca_topic_score_gemma":0.9734284,"domain_scores_codex":[0.9998123,0.00001338655,0.000008160427,0.00003045906,0.00004605866,0.00008980233],"domain_scores_gemma":[0.9996654,0.00003305404,0.00004318286,0.00001217253,0.000106902,0.0001393875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003130235,0.0006277777,0.780505,0.0004185216,0.0002474169,0.02290145,0.004942106,0.01502097,0.09940614,0.002899918,0.003948102,0.0659523],"study_design_scores_gemma":[0.00005452593,0.0002035464,0.9840752,0.00003535626,0.00002016609,0.000367954,0.003569373,0.002116511,0.002218775,0.00008964028,0.007233667,0.00001526224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994232,0.0001185682,0.00009863902,0.0001247736,0.000008879264,0.00003711677,0.0003987148,0.00001181965,0.004969486],"genre_scores_gemma":[0.9902683,0.0001114364,0.0002809344,0.00006222451,0.000002440574,0.00001115286,0.0002663097,0.000003893519,0.008993161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07932132,"threshold_uncertainty_score":0.1595769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}