{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":24,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":24,"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":"d389cb7be3ec","filters":{"venue":"The Programming Historian"}},"results":[{"id":"W1606555179","doi":"10.46430/phen0017","title":"Getting Started with Topic Modeling and MALLET","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Carleton University","funders":"","keywords":"Mallet; Computer science; Natural (archaeology); Work (physics); Engineering; History; Mechanical engineering","authors":[{"name":"Shawn Graham","is_ca":true},{"name":"Scott Weingart","is_ca":false},{"name":"Ian Milligan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02690454725407487,"gpt":0.2601451152743218,"spread":0.233240568020247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004595008,0.001094921,0.0008827123,0.001934618,0.0009362462,0.004995779,0.001897868,0.001680784,0.04723737],"category_scores_gemma":[0.02074196,0.001058922,0.001783261,0.00274693,0.0009874268,0.01484122,0.003485529,0.007032027,0.03551667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009519096,"about_ca_system_score_gemma":0.001088159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002807618,"about_ca_topic_score_gemma":0.005711166,"domain_scores_codex":[0.9974457,0.00105032,0.0001552148,0.0005402573,0.0006775905,0.0001309635],"domain_scores_gemma":[0.9932843,0.00379764,0.0001857128,0.0012352,0.001133288,0.0003638636],"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":[0.0002197477,0.0001081407,0.001590906,0.0005338645,0.0001522077,0.0001914925,0.001563625,0.004122387,0.002011182,0.06451449,0.3202417,0.6047503],"study_design_scores_gemma":[0.0000582798,0.00006009632,0.0009382098,0.0003876424,0.00006231086,0.000406438,0.0005903305,0.02690851,0.004863304,0.1708941,0.7947126,0.0001181427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001899507,0.002340651,0.9352391,0.01340898,0.001667962,0.0000877482,0.00142179,0.02252227,0.02141206],"genre_scores_gemma":[0.03161709,0.003476764,0.8887871,0.005794323,0.0019683,0.0003115048,0.004653365,0.01193301,0.05145855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04723737,"threshold_uncertainty_score":0.1580247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302993077","doi":"10.46430/phen0057","title":"The Sound of Data (a gentle introduction to sonification for historians)","year":2016,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Sonification; Sound (geography); Computer science; Human–computer interaction; Data science; Cognitive science; Psychology; Acoustics","authors":[{"name":"Shawn Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1885219579758987,"gpt":0.2773254535144556,"spread":0.08880349553855693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002182721,0.001397532,0.0006371029,0.00175105,0.001368688,0.003913123,0.001525998,0.002519519,0.102308],"category_scores_gemma":[0.01010881,0.0009378591,0.0006233117,0.001673132,0.003301059,0.006042585,0.00243878,0.004451294,0.06633636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005529093,"about_ca_system_score_gemma":0.0005404075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166463,"about_ca_topic_score_gemma":0.002090937,"domain_scores_codex":[0.9990702,0.0003073232,0.0000688865,0.0001176858,0.0003921696,0.00004375921],"domain_scores_gemma":[0.9964991,0.002194257,0.00008408761,0.0003251544,0.0007464759,0.0001509174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001342348,0.00003490211,0.0002553728,0.0005690168,0.00001732757,0.0003721738,0.001399906,0.0005761068,0.005913269,0.08324184,0.5237755,0.3837104],"study_design_scores_gemma":[0.00001258917,0.00003634344,0.0002188605,0.0002996199,0.000004756278,0.0006505183,0.0006367821,0.0007832296,0.001302418,0.0311316,0.9648924,0.00003081864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001395825,0.02354667,0.7342858,0.01579258,0.01889213,0.0003111274,0.001392283,0.01032216,0.1940614],"genre_scores_gemma":[0.03235009,0.02748575,0.5065902,0.01220967,0.01528582,0.0007688625,0.001270701,0.01218692,0.391852],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.102308,"threshold_uncertainty_score":0.3422542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1510506686","doi":"10.46430/phen0003","title":"Counting Word Frequencies with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Programming language","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01872416092303012,"gpt":0.2374679360061361,"spread":0.218743775083106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002624895,0.00147325,0.001208076,0.005167922,0.00143434,0.004710176,0.00249042,0.0008171328,0.05318976],"category_scores_gemma":[0.03646972,0.001158888,0.001432221,0.006349443,0.001249376,0.009078197,0.004727745,0.003159838,0.02871687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009018166,"about_ca_system_score_gemma":0.002400595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914154,"about_ca_topic_score_gemma":0.00261461,"domain_scores_codex":[0.9946899,0.001275499,0.0006177309,0.001102843,0.002011677,0.0003022689],"domain_scores_gemma":[0.9883598,0.005419414,0.0008548276,0.002516802,0.002344591,0.0005046699],"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":[0.000295626,0.0001918216,0.0110128,0.0009222307,0.000114375,0.0002023186,0.00190379,0.004605651,0.006149084,0.09995421,0.3144735,0.5601746],"study_design_scores_gemma":[0.0001074934,0.0001063195,0.008425613,0.0004024254,0.00006768173,0.000876142,0.0008581198,0.07531538,0.02577333,0.4322977,0.4554814,0.0002883259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0102323,0.0002543282,0.8414512,0.001394028,0.0005542403,0.0003199672,0.02182679,0.09355721,0.0304099],"genre_scores_gemma":[0.08405799,0.0004497626,0.8518729,0.0009537697,0.0003034668,0.001528914,0.02199091,0.01685771,0.02198455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05318976,"threshold_uncertainty_score":0.1779374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1557802437","doi":"10.46430/phen0037","title":"Introduction to the Bash Command Line","year":2014,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Military History and Strategy","field":"Social Sciences","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 Waterloo","funders":"","keywords":"Computer science; Scripting language; Interface (matter); Line (geometry); Programming language; Graphical user interface; Human–computer interaction; Operating system","authors":[{"name":"Ian Milligan","is_ca":true},{"name":"James Baker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01823804015755435,"gpt":0.267097346643647,"spread":0.2488593064860927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410555,0.00145501,0.0006544119,0.001240882,0.001007723,0.003483512,0.002185935,0.001469236,0.2883323],"category_scores_gemma":[0.005377483,0.0008649795,0.0005224852,0.001311988,0.001119608,0.004669657,0.002193368,0.005132565,0.2104292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009653443,"about_ca_system_score_gemma":0.001318447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157887,"about_ca_topic_score_gemma":0.002259344,"domain_scores_codex":[0.9987357,0.0002659345,0.00007459539,0.0001820341,0.0006156779,0.0001259612],"domain_scores_gemma":[0.9972196,0.0008681796,0.00009504559,0.0003824162,0.001081499,0.0003532309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007050709,0.00007468903,0.0001419636,0.00023747,0.000003923938,0.0000799517,0.0003399091,0.0004675755,0.001342937,0.03157943,0.6897997,0.2758619],"study_design_scores_gemma":[0.00001007706,0.0000226799,0.0001573847,0.0001472312,0.000001934717,0.0001582066,0.0000589241,0.0008604586,0.0005802108,0.01009813,0.9878855,0.00001936569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001210926,0.003836741,0.4526572,0.007474154,0.005984024,0.0005400596,0.004666618,0.08302461,0.4406058],"genre_scores_gemma":[0.01816316,0.005148965,0.3773288,0.005845101,0.002484898,0.0009399377,0.008487751,0.02889921,0.5527022],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2883323,"threshold_uncertainty_score":0.9645677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1499417086","doi":"10.46430/phen0010","title":"Keywords in Context (Using n-grams) with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Programming language; Mathematics","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01831539175796133,"gpt":0.2614360124664428,"spread":0.2431206207084815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163576,0.001142474,0.000650726,0.001560134,0.0008043143,0.002744013,0.00207312,0.0008134623,0.04599789],"category_scores_gemma":[0.008881054,0.0008867106,0.001219862,0.001900805,0.0006987579,0.006722094,0.00290043,0.003007533,0.02814583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978574,"about_ca_system_score_gemma":0.001545064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891625,"about_ca_topic_score_gemma":0.004421316,"domain_scores_codex":[0.9989105,0.0001928865,0.000137718,0.0002789783,0.0003978049,0.00008201452],"domain_scores_gemma":[0.9978739,0.001067044,0.0001173838,0.0005727736,0.0002752544,0.00009357676],"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":[0.0004548262,0.000180585,0.003464165,0.001164859,0.0001103124,0.0004221058,0.002105397,0.004052334,0.009917213,0.08091616,0.2996589,0.5975532],"study_design_scores_gemma":[0.00008212859,0.00005864638,0.002066125,0.0004207605,0.00006720411,0.0005557945,0.0004805603,0.05257644,0.02986821,0.2121629,0.7015132,0.0001481709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003886961,0.0001650227,0.7133926,0.001457405,0.000565678,0.0001425103,0.01273268,0.2439582,0.02369908],"genre_scores_gemma":[0.06311396,0.0004630051,0.849654,0.001193178,0.0002370682,0.0004322425,0.01007051,0.04507443,0.02976158],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04599789,"threshold_uncertainty_score":0.1538783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1530928975","doi":"10.46430/phen0040","title":"Counting and mining research data with Unix","year":2014,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":1,"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":"Unix; Computer science; Operating system","authors":[{"name":"James Baker","is_ca":false},{"name":"Ian Milligan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08445026300515274,"gpt":0.328016952710051,"spread":0.2435666897048983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01129301,0.001834224,0.001567586,0.006964554,0.002277468,0.0146262,0.00266918,0.00135453,0.01779429],"category_scores_gemma":[0.07519455,0.001480557,0.001605889,0.01258639,0.003161334,0.02331938,0.006903469,0.005202619,0.01738535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436884,"about_ca_system_score_gemma":0.003474499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842976,"about_ca_topic_score_gemma":0.001655344,"domain_scores_codex":[0.9917089,0.002589453,0.001352947,0.00126882,0.00272389,0.0003559358],"domain_scores_gemma":[0.9652091,0.01431695,0.003420664,0.01154957,0.004229099,0.00127461],"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":[0.0003457506,0.0000972449,0.01170443,0.0006282182,0.0001053412,0.0002520619,0.002840044,0.001505848,0.001891576,0.2734115,0.1836575,0.5235604],"study_design_scores_gemma":[0.00006990293,0.0001147169,0.004653725,0.0008585969,0.00006208425,0.0006659325,0.001205123,0.01074174,0.005622971,0.3738923,0.601944,0.0001689822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01091548,0.002857113,0.8639277,0.01995172,0.003990038,0.0003416144,0.005302855,0.0485629,0.04415054],"genre_scores_gemma":[0.03813229,0.002834168,0.9176552,0.002946262,0.001802871,0.0006936888,0.003910419,0.006961522,0.02506359],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01779429,"threshold_uncertainty_score":0.05972385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593410835","doi":"10.46430/phen0004","title":"Creating and Viewing HTML Files with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Scripting language; Computer science; Programming language; World Wide Web; Operating system","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765849288530804,"gpt":0.2424523882237527,"spread":0.2247938953384447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00217245,0.00227603,0.001307176,0.003029024,0.001512868,0.004032725,0.003641455,0.001264118,0.2225837],"category_scores_gemma":[0.0105351,0.001627026,0.001941324,0.002766305,0.0008233963,0.005560899,0.003913807,0.00409577,0.2403694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921388,"about_ca_system_score_gemma":0.001518538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057815,"about_ca_topic_score_gemma":0.002194944,"domain_scores_codex":[0.9983345,0.0001963275,0.0001913601,0.0002899159,0.0007909395,0.0001969493],"domain_scores_gemma":[0.9934989,0.001556602,0.0002911946,0.001771567,0.002125254,0.0007564331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899414,0.0001793696,0.0008098189,0.0004926246,0.00004524634,0.0003230491,0.0002955845,0.0007935196,0.005813209,0.00421721,0.8877597,0.09908074],"study_design_scores_gemma":[0.0001220451,0.00006507218,0.002458802,0.0002867464,0.00004687229,0.0006919224,0.0002380814,0.007720414,0.02682628,0.02065383,0.9406695,0.0002204248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.001985088,0.0001971566,0.3314246,0.0009863573,0.0008198433,0.0006644833,0.06981164,0.5330963,0.06101458],"genre_scores_gemma":[0.0207691,0.0007970788,0.3618052,0.00170943,0.0005702145,0.00194005,0.1913289,0.311021,0.1100591],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2225837,"threshold_uncertainty_score":0.7446166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783397217","doi":"10.46430/phen0074","title":"Dealing with Big Data and Network Analysis Using Neo4j","year":2018,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":1,"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":"Computer science; Graph database; Graph; Focus (optics); Big data; Power graph analysis; Data science; Information retrieval; Theoretical computer science; Data mining; Physics","authors":[{"name":"Jon MacKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04419729533468023,"gpt":0.2586589628975906,"spread":0.2144616675629104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004809602,0.001113286,0.001055994,0.002836322,0.001434069,0.006945315,0.004684365,0.001483102,0.02435246],"category_scores_gemma":[0.01681741,0.001336421,0.002373019,0.00445562,0.001776829,0.01423972,0.005346245,0.005125489,0.01072861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835587,"about_ca_system_score_gemma":0.002565115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004992606,"about_ca_topic_score_gemma":0.008904614,"domain_scores_codex":[0.997061,0.0004906767,0.0002800492,0.000393693,0.001624825,0.0001497847],"domain_scores_gemma":[0.993605,0.002885495,0.0002359247,0.001777754,0.001186963,0.0003088693],"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":[0.0001404828,0.00009191864,0.001864243,0.0009147514,0.0001049266,0.0005083552,0.0009813345,0.009736629,0.003288249,0.4547327,0.2524603,0.275176],"study_design_scores_gemma":[0.00002588324,0.00001836651,0.0004507783,0.0002244286,0.00003655299,0.0006395372,0.00028148,0.04402218,0.004049624,0.4818282,0.4683607,0.00006233113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001732047,0.0008600163,0.9467037,0.003974302,0.0006547072,0.000100146,0.002157494,0.02363318,0.02018442],"genre_scores_gemma":[0.02315899,0.002598169,0.9326879,0.00304057,0.0003310497,0.0003445841,0.005922935,0.01072719,0.02118855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02435246,"threshold_uncertainty_score":0.08146709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1514747754","doi":"10.46430/phen0018","title":"Understanding Web Pages and HTML","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; World Wide Web","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08387045857244536,"gpt":0.2551067766603787,"spread":0.1712363180879333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008078845,0.0004705657,0.0002059167,0.0009461589,0.001706596,0.007144369,0.0006171791,0.001837368,0.02413552],"category_scores_gemma":[0.005180681,0.0003982491,0.0003256348,0.0009763787,0.004567063,0.0171619,0.002248149,0.004675387,0.006044123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433223,"about_ca_system_score_gemma":0.001302699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051591,"about_ca_topic_score_gemma":0.006608882,"domain_scores_codex":[0.999432,0.0002309534,0.0000178443,0.0000627714,0.000183526,0.00007291902],"domain_scores_gemma":[0.9988112,0.0006576031,0.00005647267,0.0001080955,0.0002438341,0.0001227376],"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":[0.00001488364,0.00004029154,0.0006838123,0.0001284639,0.000005237573,0.0001836635,0.01367753,0.0003556834,0.0005795293,0.7808329,0.1230958,0.08040214],"study_design_scores_gemma":[0.000004328874,0.000009826576,0.0004128683,0.0002797248,0.000003775891,0.0002814843,0.005430171,0.0004091942,0.0005005381,0.2553644,0.7372937,0.00001009919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01519096,0.02054603,0.1307183,0.07817764,0.003912509,0.00006782411,0.0003668821,0.001427895,0.7495921],"genre_scores_gemma":[0.3071678,0.03246006,0.07036021,0.02069106,0.002644533,0.0001580113,0.0008896634,0.001888681,0.56374],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02413552,"threshold_uncertainty_score":0.08074141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538415244","doi":"10.46430/phen0016","title":"Output Keywords in Context in an HTML File with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; World Wide Web; Window (computing); Information retrieval; Context (archaeology); The Internet; Programming language; History","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01676402549969366,"gpt":0.2582049743164332,"spread":0.2414409488167395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007191244,0.001812208,0.0008687257,0.0009474209,0.0005434119,0.001503936,0.001811611,0.001080828,0.1734471],"category_scores_gemma":[0.005075212,0.0008555236,0.001239797,0.001032204,0.0004533168,0.002851467,0.003095024,0.001771268,0.09706583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651624,"about_ca_system_score_gemma":0.001186837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741857,"about_ca_topic_score_gemma":0.001888777,"domain_scores_codex":[0.9994866,0.00004745625,0.00004989315,0.0001426976,0.0001940812,0.00007918797],"domain_scores_gemma":[0.9987373,0.0004862331,0.00008783867,0.000236265,0.0003424578,0.0001099835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001047547,0.00020611,0.002587646,0.001615212,0.00009775593,0.0007285498,0.0004817505,0.002331949,0.009779706,0.009042093,0.8103951,0.1616866],"study_design_scores_gemma":[0.0005976924,0.0001910314,0.005561845,0.0005242219,0.0001065402,0.0007965481,0.0004003596,0.04204975,0.07323878,0.05773161,0.8185299,0.0002717738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.003820717,0.000110917,0.194209,0.0007763094,0.0004452692,0.0002813937,0.06595314,0.7079783,0.026425],"genre_scores_gemma":[0.1017181,0.0006716607,0.3342917,0.002434361,0.0003465729,0.001792105,0.1259619,0.3440243,0.08875924],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1734471,"threshold_uncertainty_score":0.5802383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1915405473","doi":"10.46430/phen0009","title":"Python Introduction and Installation","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Installation; Computer science; Software; Set (abstract data type); Focus (optics); Simple (philosophy); Software engineering; Programming language","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373831850623706,"gpt":0.2373140722747402,"spread":0.2235757537685032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300798,0.002183102,0.001859205,0.002196762,0.001476536,0.003719718,0.005683541,0.001751253,0.2779778],"category_scores_gemma":[0.01913713,0.002388658,0.001857194,0.002746406,0.001232742,0.006514569,0.005677979,0.008693992,0.2378615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009668445,"about_ca_system_score_gemma":0.003695946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192542,"about_ca_topic_score_gemma":0.002538658,"domain_scores_codex":[0.9956774,0.0007206845,0.0004779034,0.0005686287,0.002089234,0.0004661499],"domain_scores_gemma":[0.990919,0.00247169,0.0004707344,0.002669386,0.002359185,0.001109926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000143573,0.0001098138,0.0004580422,0.0006330943,0.00002987691,0.0001322742,0.0002018049,0.0007146795,0.001764865,0.01201394,0.8992831,0.08451495],"study_design_scores_gemma":[0.00006874659,0.00002662606,0.0006257166,0.0001617009,0.00001391281,0.0003059281,0.00003725684,0.002079281,0.002719997,0.01918527,0.9746972,0.00007831567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.0008670973,0.0005562969,0.3404385,0.001937016,0.001340786,0.0009863345,0.04082808,0.5177649,0.0952811],"genre_scores_gemma":[0.01481984,0.001955603,0.399132,0.006613764,0.001507446,0.003810498,0.08507339,0.3600971,0.1269904],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2779778,"threshold_uncertainty_score":0.9299284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1881672153","doi":"10.46430/phen0002","title":"Code Reuse and Modularity in Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Code reuse; Reuse; Programming language; Computer science; Debugging; Python (programming language); Modularity (biology); Software engineering; Code (set theory); Software; Engineering","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0229364890046705,"gpt":0.262077045889212,"spread":0.2391405568845415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005797558,0.0007021959,0.0004218026,0.001020226,0.001697124,0.003068303,0.00225778,0.001017171,0.005588613],"category_scores_gemma":[0.02510779,0.0009683814,0.001395081,0.001014311,0.007611767,0.01187594,0.007365623,0.003627072,0.002410284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009676713,"about_ca_system_score_gemma":0.003254339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485195,"about_ca_topic_score_gemma":0.001321621,"domain_scores_codex":[0.993694,0.002189155,0.0004332158,0.001005736,0.00207682,0.0006011338],"domain_scores_gemma":[0.9891009,0.003865324,0.00088526,0.004503718,0.001084231,0.0005605957],"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":[0.0001729568,0.0001136186,0.003909635,0.0005512005,0.00007453109,0.0006468371,0.007457318,0.009028934,0.006618334,0.7367699,0.02403913,0.2106176],"study_design_scores_gemma":[0.0000590879,0.0000915826,0.001624166,0.000310793,0.00005456124,0.001407651,0.0004364564,0.02507836,0.01089158,0.772612,0.1873146,0.0001190628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02262456,0.0006834808,0.9281065,0.00384638,0.0002258954,0.0001060258,0.00013562,0.0125095,0.03176204],"genre_scores_gemma":[0.3813382,0.001475061,0.5772064,0.002489097,0.0003999528,0.0004784999,0.0005073129,0.009329588,0.02677586],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005797558,"threshold_uncertainty_score":0.03066081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1548269690","doi":"10.46430/phen0034","title":"Creating New Vector Layers in QGIS 2.0","year":2013,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Geological Modeling and Analysis","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":"Carleton University; Canadian Heritage; University of Saskatchewan","funders":"","keywords":"Vector (molecular biology); Computer science; Geography; Biology","authors":[{"name":"Jim Clifford","is_ca":true},{"name":"Josh MacFadyen","is_ca":true},{"name":"Daniel Macfarlane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947982489783771,"gpt":0.2062645144161445,"spread":0.1867846895183068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002806586,0.001298568,0.000559376,0.002364526,0.0007757938,0.003681831,0.001761248,0.0009843118,0.07817419],"category_scores_gemma":[0.0171759,0.001745836,0.001524685,0.002319218,0.0007080545,0.008325638,0.003540059,0.002961347,0.03254877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320205,"about_ca_system_score_gemma":0.001064934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002923307,"about_ca_topic_score_gemma":0.004322873,"domain_scores_codex":[0.9990537,0.0002100672,0.0001182379,0.0001489203,0.0004116749,0.00005735604],"domain_scores_gemma":[0.9950865,0.002225359,0.0002144961,0.00106653,0.00119875,0.0002083497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001784127,0.0001497529,0.00440012,0.0009476473,0.0001432199,0.0004682811,0.002649098,0.008835248,0.005220133,0.03969178,0.4842961,0.4530203],"study_design_scores_gemma":[0.0001266313,0.00005523591,0.002700826,0.0003979141,0.00006501055,0.0006271977,0.0007145343,0.02811379,0.01072614,0.07729378,0.8789715,0.0002074178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003700127,0.0002372079,0.8749933,0.001717521,0.001491373,0.0002657512,0.007681421,0.08588731,0.02402602],"genre_scores_gemma":[0.02172321,0.0005621986,0.9113563,0.0006933248,0.0001878056,0.00040451,0.007187778,0.0387585,0.01912634],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07817419,"threshold_uncertainty_score":0.2615187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1606029644","doi":"10.46430/phen0031","title":"Installing QGIS 2.0 and Adding Layers","year":2013,"lang":"en","type":"article","venue":"The Programming Historian","topic":"3D Modeling in Geospatial Applications","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":"Carleton University; Canadian Heritage; University of Saskatchewan","funders":"","keywords":"Shapefile; Geospatial analysis; Raster graphics; Installation; Download; Computer science; Software; Geographic information system; Database; Geography; World Wide Web; Cartography; Operating system; Computer graphics (images); Metadata","authors":[{"name":"Jim Clifford","is_ca":true},{"name":"Josh MacFadyen","is_ca":true},{"name":"Daniel Macfarlane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007182905374187316,"gpt":0.178133463201877,"spread":0.1709505578276897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731883,0.001463185,0.0007769527,0.002279822,0.0008196493,0.002499904,0.001951236,0.000960394,0.1844435],"category_scores_gemma":[0.01438916,0.002167388,0.00163692,0.002154664,0.0004604481,0.004961216,0.003278718,0.003264706,0.1075615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933968,"about_ca_system_score_gemma":0.001261366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007222185,"about_ca_topic_score_gemma":0.007225755,"domain_scores_codex":[0.9988284,0.0001379347,0.0001105237,0.0002184796,0.0005886057,0.0001161622],"domain_scores_gemma":[0.9952625,0.001268305,0.0001493071,0.001287109,0.001765729,0.0002670569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001206459,0.00008315914,0.004138061,0.0004600741,0.00005238832,0.0002685083,0.0007822698,0.003576233,0.00503342,0.01063563,0.713589,0.2612606],"study_design_scores_gemma":[0.00007319207,0.00003106281,0.003294966,0.0002026303,0.00004605797,0.0002329531,0.0001996521,0.006958444,0.008241418,0.01778517,0.9628031,0.0001312962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005340753,0.0002332493,0.6103809,0.002052945,0.002728595,0.0007545252,0.02598474,0.2681109,0.08441349],"genre_scores_gemma":[0.02168291,0.0005903882,0.7214488,0.001764309,0.0003897807,0.0009421412,0.03124445,0.1424998,0.07943735],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1844435,"threshold_uncertainty_score":0.6170248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602770737","doi":"10.46430/phen0011","title":"Setting up an Integrated Development Environment for Python (Linux)","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Operating system; Computer science; Development environment; GNU/Linux; Programming language; Software engineering; Embedded system; Linux kernel","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269868008328846,"gpt":0.2612366157205424,"spread":0.2342498148876578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004123784,0.001361628,0.0008150499,0.001255033,0.001243602,0.003426426,0.003155501,0.001286913,0.06222399],"category_scores_gemma":[0.01847385,0.00157504,0.001516321,0.001179249,0.001002078,0.00916268,0.006280321,0.008704963,0.07478151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007803013,"about_ca_system_score_gemma":0.003571474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345053,"about_ca_topic_score_gemma":0.001669357,"domain_scores_codex":[0.9968389,0.0004294358,0.0002424593,0.0003784471,0.001710865,0.0003999254],"domain_scores_gemma":[0.9905306,0.00175105,0.0005161341,0.001562997,0.003727727,0.001911546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001667994,0.0004175951,0.001316785,0.0006840616,0.00003795056,0.0003677763,0.001305,0.001438851,0.009390529,0.01520809,0.6039066,0.3657599],"study_design_scores_gemma":[0.0001269877,0.0001330185,0.001824626,0.000411259,0.00003345685,0.000993452,0.0002889525,0.004878249,0.01198776,0.0251803,0.9539557,0.0001862576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002925031,0.0004528281,0.7824122,0.005923527,0.002274505,0.0008462663,0.002308908,0.1498243,0.05303236],"genre_scores_gemma":[0.01216427,0.0008151631,0.8759728,0.003393638,0.0005993624,0.001050052,0.004271569,0.04981777,0.05191546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06222399,"threshold_uncertainty_score":0.20816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2748770276","doi":"10.46430/phen0070","title":"Web Mapping with Python and Leaflet","year":2017,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","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","funders":"","keywords":"Python (programming language); Computer science; World Wide Web; Leaflet (botany); Web application; Cartography; Programming language; Geography; Biology","authors":[{"name":"Kim Pham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02170331717376816,"gpt":0.246690625132974,"spread":0.2249873079592059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001468662,0.001362185,0.0008685788,0.001415783,0.0009403962,0.002830132,0.001975724,0.001041135,0.1179856],"category_scores_gemma":[0.00628252,0.00107278,0.001318673,0.001699708,0.0005694713,0.006838248,0.004262515,0.002711373,0.08040881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005683286,"about_ca_system_score_gemma":0.001406933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117304,"about_ca_topic_score_gemma":0.001533474,"domain_scores_codex":[0.9992259,0.000153179,0.00007875075,0.0001072348,0.0003316264,0.0001034007],"domain_scores_gemma":[0.9978757,0.0009697449,0.0001005282,0.0004672138,0.0003569153,0.0002299784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001576787,0.0002509234,0.0007058049,0.0009220021,0.00003615019,0.0004848443,0.0008974205,0.00225895,0.004845649,0.04315001,0.6021784,0.3441122],"study_design_scores_gemma":[0.00002997653,0.00002473975,0.000511033,0.0002971122,0.00001200089,0.0004896993,0.0001485262,0.007025112,0.006893148,0.03547314,0.9490359,0.00005965588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002220439,0.0003863662,0.6673499,0.001282135,0.0008198211,0.000411735,0.008241897,0.2522855,0.06700218],"genre_scores_gemma":[0.03033799,0.002332372,0.6855858,0.002848038,0.0004746059,0.001446057,0.02757164,0.1294691,0.1199344],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1179856,"threshold_uncertainty_score":0.3947012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1559483088","doi":"10.46430/phen0013","title":"Manipulating Strings in Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Programming language; Computer science","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827235117137446,"gpt":0.2650164729763786,"spread":0.2367441218050041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249506,0.0008275668,0.0004789946,0.0008988561,0.001407233,0.002286032,0.00143443,0.0007365907,0.03016322],"category_scores_gemma":[0.004739321,0.0006110458,0.00115332,0.001488025,0.002606603,0.006721996,0.00276131,0.004377566,0.01599929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005265827,"about_ca_system_score_gemma":0.001717317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007812678,"about_ca_topic_score_gemma":0.000792797,"domain_scores_codex":[0.9987819,0.0002374778,0.00009498374,0.0001850458,0.0006038735,0.00009671591],"domain_scores_gemma":[0.9990547,0.0004157082,0.00005309041,0.0002089915,0.000187319,0.00008011903],"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":[0.00007164032,0.00006511166,0.0004883276,0.0008229327,0.00004293037,0.0003034481,0.001245367,0.003127033,0.007881175,0.4909017,0.2029013,0.2921491],"study_design_scores_gemma":[0.00001488265,0.00002683051,0.0002860777,0.000242766,0.00001207674,0.0005654449,0.0001261271,0.004050691,0.006979051,0.2233073,0.7643243,0.00006452751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002562213,0.002711228,0.8759722,0.006283114,0.002437296,0.0001019971,0.001266887,0.01962516,0.08903982],"genre_scores_gemma":[0.04961574,0.01060995,0.8008658,0.007260801,0.001935297,0.0005122278,0.002369934,0.0116006,0.1152296],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03016322,"threshold_uncertainty_score":0.1009061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212801440","doi":"10.46430/phen0012","title":"Setting Up an Integrated Development Environment for Python (Mac)","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Operating system; Programming language","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02709245507754732,"gpt":0.2610774658665106,"spread":0.2339850107889633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004258107,0.001517933,0.0008998768,0.001272433,0.00111927,0.003033331,0.003623176,0.001320893,0.07188864],"category_scores_gemma":[0.01966099,0.001803859,0.001591068,0.001124362,0.0009193838,0.008605981,0.005757055,0.008506942,0.08193096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007129231,"about_ca_system_score_gemma":0.003314616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123249,"about_ca_topic_score_gemma":0.001667507,"domain_scores_codex":[0.9969505,0.0004336022,0.0002777137,0.0004048823,0.001576892,0.0003564401],"domain_scores_gemma":[0.9898038,0.002177249,0.0005865103,0.001828136,0.00388754,0.001716768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001963425,0.0003460843,0.001200161,0.0007700163,0.00004906769,0.0003541525,0.0009693076,0.001457977,0.01053216,0.01522463,0.6471133,0.3217868],"study_design_scores_gemma":[0.0001357661,0.0001079755,0.001555826,0.0004062001,0.00003959332,0.0008378744,0.0001722178,0.006186155,0.01570138,0.02391009,0.9507514,0.0001954619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002224732,0.0003634049,0.7531223,0.004307024,0.001902192,0.0007637863,0.003338693,0.1930759,0.04090201],"genre_scores_gemma":[0.009457392,0.0005990349,0.8656294,0.003219862,0.0004973753,0.001171301,0.005083567,0.07035074,0.04399125],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07188864,"threshold_uncertainty_score":0.2404914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2191886557","doi":"10.46430/phen0046","title":"Getting Started with Markdown","year":2015,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","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 Ottawa","funders":"","keywords":"Disk formatting; Syntax; Computer science; Artificial intelligence; Operating system","authors":[{"name":"Sarah Simpkin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02456512439659354,"gpt":0.223258040991486,"spread":0.1986929165948924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005123882,0.001991399,0.001024858,0.001765438,0.001814901,0.007773152,0.00308022,0.0024117,0.1425479],"category_scores_gemma":[0.03603167,0.001232596,0.001516662,0.001918837,0.001967649,0.01668835,0.006043511,0.008180138,0.1346503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160115,"about_ca_system_score_gemma":0.001750843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053409,"about_ca_topic_score_gemma":0.001212457,"domain_scores_codex":[0.9948478,0.001211339,0.0004074718,0.000737832,0.002448397,0.0003471677],"domain_scores_gemma":[0.9821872,0.005241903,0.0006710769,0.00423984,0.006517716,0.001142357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001891628,0.00007457759,0.0004082301,0.0005107186,0.000019323,0.0003030299,0.002241502,0.0003779466,0.005758165,0.05664803,0.6982212,0.2352481],"study_design_scores_gemma":[0.00001375228,0.00002579339,0.0001011085,0.0001646052,0.000008634629,0.0002259125,0.000219263,0.0003579738,0.004983001,0.01998272,0.9738801,0.00003703912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002615601,0.002180575,0.6855721,0.02034395,0.01056095,0.0005308834,0.003675802,0.122312,0.1522081],"genre_scores_gemma":[0.02954435,0.004104222,0.5462361,0.01722334,0.003545711,0.0009347394,0.007906954,0.09754417,0.2929605],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1425479,"threshold_uncertainty_score":0.4768701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502582543","doi":"10.46430/phen0021","title":"Downloading Web Pages with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Upload; Download; World Wide Web; Computer science; Web page; Operating system","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837625479639498,"gpt":0.2360542548145397,"spread":0.2176780000181447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013013,0.001545599,0.0009320013,0.002183834,0.001275545,0.003940751,0.002248588,0.001233791,0.4061424],"category_scores_gemma":[0.01055194,0.001047618,0.001276148,0.002679233,0.0007754091,0.008096054,0.004984786,0.003866196,0.4048672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005884195,"about_ca_system_score_gemma":0.001904534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185812,"about_ca_topic_score_gemma":0.00168667,"domain_scores_codex":[0.9986304,0.0001686032,0.0001087923,0.0001578863,0.0007708001,0.0001635257],"domain_scores_gemma":[0.9957998,0.0009231911,0.0002316571,0.001088053,0.001221337,0.0007358643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004717664,0.0000945937,0.00020886,0.0002352943,0.000006635088,0.0001027279,0.000206276,0.0002382826,0.001172265,0.007543434,0.8477321,0.1424123],"study_design_scores_gemma":[0.00001798309,0.00001928338,0.0003757233,0.0001360817,0.000004706171,0.0001708795,0.0000916323,0.0004536905,0.001547811,0.01087672,0.9862726,0.00003283243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002147745,0.001034025,0.2094031,0.004595854,0.002934391,0.001011256,0.01909709,0.2729546,0.4868219],"genre_scores_gemma":[0.01920112,0.002897591,0.1855748,0.005289535,0.001524991,0.001546222,0.0347502,0.1351486,0.614067],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4061424,"threshold_uncertainty_score":0.8470658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524348868","doi":"10.46430/phen0015","title":"Output Data as an HTML File with Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Programming language; Operating system; Data file; Database","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04588154652368706,"gpt":0.286205719943555,"spread":0.240324173419868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355597,0.001652559,0.0009356332,0.001700395,0.000694466,0.002372455,0.0019755,0.001028299,0.2385137],"category_scores_gemma":[0.01374908,0.001001507,0.001125479,0.00196257,0.0004343472,0.003378137,0.00300135,0.002714707,0.1580455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157251,"about_ca_system_score_gemma":0.001217189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360139,"about_ca_topic_score_gemma":0.001804842,"domain_scores_codex":[0.9988356,0.0001245028,0.0001080576,0.0002731882,0.0005560091,0.0001025657],"domain_scores_gemma":[0.9943538,0.002276101,0.0002559837,0.001252444,0.001640365,0.0002212796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126989,0.000130858,0.002169003,0.0005437476,0.00004233934,0.0001238862,0.0001860976,0.0011798,0.002270106,0.00323337,0.8990275,0.09078068],"study_design_scores_gemma":[0.0002211194,0.00006618972,0.005464435,0.0003113048,0.00004605468,0.0002558551,0.0002840966,0.009562494,0.02689851,0.0349336,0.9218026,0.0001537736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003938328,0.00008864002,0.1861426,0.002041852,0.001094185,0.000406892,0.3403429,0.4139889,0.05195567],"genre_scores_gemma":[0.0411171,0.0003534498,0.259755,0.003127305,0.0004153002,0.002509026,0.3676859,0.2245185,0.1005184],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2385137,"threshold_uncertainty_score":0.7979079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107958495","doi":"10.46430/phen0020","title":"Working with Text Files in Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Programming language; Operating system","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02687461817467576,"gpt":0.2416964491767746,"spread":0.2148218310020988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657691,0.001493862,0.0007399755,0.001126185,0.001279896,0.004074032,0.002549263,0.001015821,0.1533652],"category_scores_gemma":[0.01418969,0.000699985,0.001280185,0.001632529,0.0009660646,0.008428394,0.004124526,0.003673127,0.09105153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005864386,"about_ca_system_score_gemma":0.001560018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138585,"about_ca_topic_score_gemma":0.001080866,"domain_scores_codex":[0.9986839,0.000242837,0.0001191943,0.0002128452,0.0006064354,0.0001348369],"domain_scores_gemma":[0.9953234,0.002020731,0.0002671687,0.0008391223,0.001159922,0.0003896578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145301,0.0001590207,0.000783723,0.0006806539,0.00003403045,0.0005513108,0.001335567,0.001594282,0.005463393,0.02921616,0.7108674,0.2491],"study_design_scores_gemma":[0.00007689797,0.00004845618,0.0007111218,0.0003789228,0.00001975065,0.0007106265,0.0005097307,0.005178045,0.01458064,0.05987558,0.9178013,0.0001089631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005002878,0.0004416498,0.6691059,0.005877303,0.001829883,0.000585072,0.01716989,0.1820647,0.1179227],"genre_scores_gemma":[0.04975405,0.001632328,0.6300545,0.00450614,0.0008748944,0.00167493,0.02805845,0.08861793,0.1948268],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1533652,"threshold_uncertainty_score":0.5130578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235898882","doi":"10.46430/phen0019","title":"Setting Up an Integrated Development Environment for Python (Windows)","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Python (programming language); Computer science; Development environment; Operating system; Software engineering; Programming language; Computer graphics (images)","authors":[{"name":"William J. Turkel","is_ca":true},{"name":"Adam Crymble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02587064353198203,"gpt":0.2586226616152303,"spread":0.2327520180832483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004403829,0.001502052,0.0009091036,0.001242421,0.0011173,0.003353853,0.003523574,0.001326252,0.05961234],"category_scores_gemma":[0.01869646,0.001766968,0.001648078,0.001205422,0.0009068478,0.009253864,0.006391433,0.008824228,0.06987543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006681255,"about_ca_system_score_gemma":0.003471548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153469,"about_ca_topic_score_gemma":0.001466817,"domain_scores_codex":[0.9969318,0.0004373141,0.0002726298,0.0003882972,0.001580648,0.0003892781],"domain_scores_gemma":[0.9911057,0.001902465,0.0005313049,0.001436927,0.003335939,0.00168765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002160697,0.0004088854,0.001289879,0.0008706087,0.0000515868,0.0004252905,0.001123642,0.001719838,0.01034613,0.01652345,0.5998883,0.3671364],"study_design_scores_gemma":[0.0001535662,0.0001238081,0.001653902,0.0005123292,0.00004222527,0.0009857652,0.0002333309,0.006276162,0.01645005,0.02777527,0.9455873,0.0002061711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002308354,0.0004184968,0.7938634,0.004325427,0.001880107,0.0008068886,0.00287716,0.1537986,0.03972178],"genre_scores_gemma":[0.00943142,0.0008075554,0.8884759,0.002837338,0.0005024261,0.001136208,0.004918039,0.05474504,0.03714619],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05961234,"threshold_uncertainty_score":0.1994232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556450178","doi":"10.46430/phen0022","title":"Applied Archival Downloading with Wget","year":2013,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Upload; Download; Focus (optics); Computer science; World Wide Web; Function (biology); Line (geometry); Internet privacy; Information retrieval; Mathematics; Biology","authors":[{"name":"Kellen Kurschinski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01617989637843337,"gpt":0.1680861688561261,"spread":0.1519062724776927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002632067,0.0007329164,0.0005113225,0.001910125,0.001140788,0.002765237,0.00173103,0.0007406224,0.08809427],"category_scores_gemma":[0.01169278,0.0005806402,0.0008775076,0.002358746,0.0009627705,0.004596633,0.003920333,0.00199338,0.03317928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511519,"about_ca_system_score_gemma":0.001017123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563781,"about_ca_topic_score_gemma":0.003411842,"domain_scores_codex":[0.9982905,0.0003812758,0.0001401925,0.0003298792,0.000687157,0.0001710362],"domain_scores_gemma":[0.9952362,0.001337027,0.00009188712,0.002481616,0.0007079137,0.0001453726],"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":[0.0002616912,0.0001350869,0.001568007,0.0002984088,0.000040911,0.0003472941,0.002556227,0.00252348,0.01340288,0.07323804,0.221486,0.6841419],"study_design_scores_gemma":[0.00007686557,0.00007146521,0.002113901,0.0001409659,0.0000262245,0.0005511678,0.00059687,0.0230946,0.04532932,0.03399369,0.8939017,0.0001032792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01306695,0.00009365116,0.6795411,0.0008944105,0.0004878258,0.0003258107,0.002801199,0.1405167,0.1622725],"genre_scores_gemma":[0.1065335,0.0002717864,0.560326,0.0006469131,0.0002242689,0.00080391,0.009352282,0.07673294,0.2451085],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08809427,"threshold_uncertainty_score":0.2947047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}