{"meta":{"query_hash":"713ba42b3196","filters":{"venue":"Journal of Minerals and Materials Characterization and Engineering"},"cohort_total":27,"direct_labels_cover":0,"predictions_cover":27,"exported":27,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/713ba42b3196","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Minerals+and+Materials+Characterization+and+Engineering"},"results":[{"id":"W1495472409","doi":"10.4236/jmmce.2011.1012085","title":"Development and Calibration of a Quantitative, Automated Mineralogical Assessment Method Based on SEM-EDS and Image Analysis: Application for Fine Tailings","year":2011,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agnico Eagle (Canada); Université du Québec en Abitibi-Témiscamingue; Centre Technologique des Résidus Industriels; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tailings; Calibration; Environmental science; Metallurgy; Materials science; Mathematics; Statistics","score_opus":0.02160922972795495,"score_gpt":0.2711249975607471,"score_spread":0.24951576783279214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495472409","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05701207,0.00077357446,0.93629587,0.00008845533,0.000097170676,0.0003800056,0.00042133528,0.0032152417,0.0017162745],"genre_scores_gemma":[0.13641131,0.00058585854,0.858713,0.000079849546,0.0000217622,0.00035078946,0.00032853486,0.00032080393,0.0031881693],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786973,0.00017997746,0.00011861504,0.00043584695,0.0013337729,0.000062075225],"domain_scores_gemma":[0.9980709,0.0003302618,0.00019284312,0.00024062485,0.0011120769,0.000053258667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023541993,0.0010268076,0.0006508485,0.002255231,0.00040905926,0.0008369189,0.0014886084,0.001534289,0.0012557649],"category_scores_gemma":[0.0020109075,0.0007653445,0.00055172195,0.001269113,0.0006718782,0.0009393467,0.0009376009,0.0010029217,0.0009820242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007051402,0.000076928634,0.003326831,0.00039563066,0.000034780336,0.00006575401,0.00014447758,0.0018060647,0.8979336,0.00057499204,0.00053711253,0.09503326],"study_design_scores_gemma":[0.00001654352,0.000238101,0.009002629,0.000036219313,0.000056951638,0.00048486792,0.00013282696,0.04210992,0.9359254,0.00058376737,0.011335723,0.00007707269],"about_ca_topic_score_codex":0.0013444198,"about_ca_topic_score_gemma":0.0032383478,"teacher_disagreement_score":0.0023541993,"about_ca_system_score_codex":0.0005544936,"about_ca_system_score_gemma":0.0008478755,"threshold_uncertainty_score":0.012450397},"labels":[],"label_agreement":null},{"id":"W1587332949","doi":"10.4236/jmmce.2008.71001","title":"Mineralogical Transformations in Altasteel Electric Arc Furnace Dust Roasted with Na<sub>2</sub>CO<sub>3</sub> and Secondary Ferrite-Forming Additives","year":2008,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Engineering and Environmental Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Ampere; Physics; Current (fluid)","score_opus":0.01396248392925154,"score_gpt":0.19207968203319367,"score_spread":0.17811719810394214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587332949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99944407,0.000069773225,0.00024540882,0.0000048333145,0.0000015734663,0.000005424544,0.00008829941,0.000007398615,0.00013318173],"genre_scores_gemma":[0.9979672,0.000095360265,0.0008673237,0.000010156581,0.0000014299839,0.000010405889,0.00013237317,0.000008314365,0.00090746896],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997862,0.000043403074,0.000018700732,0.000064274485,0.00005381603,0.00003351605],"domain_scores_gemma":[0.99969554,0.000100998914,0.0000706811,0.000019283261,0.000079825135,0.000033742595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002379815,0.00025874938,0.00043643426,0.00028909996,0.0002132809,0.00029273887,0.00019651308,0.00035422828,0.00065868767],"category_scores_gemma":[0.0004371493,0.00017029002,0.00026149332,0.00021004725,0.00024311505,0.0001883686,0.00010742606,0.00026213433,0.00014672452],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004858862,0.00003298249,0.0019914324,0.000035792564,0.000008346472,0.00006938821,0.00008672831,0.00013697876,0.99563664,0.000006857029,0.000008732591,0.0015002382],"study_design_scores_gemma":[0.000014313913,0.0011186382,0.041400727,0.000004235517,0.000033928867,0.00016359548,0.00015877631,0.0006169632,0.95605695,0.000020627058,0.00039847783,0.000012673891],"about_ca_topic_score_codex":0.003422961,"about_ca_topic_score_gemma":0.0066023073,"teacher_disagreement_score":0.003422961,"about_ca_system_score_codex":0.00040776684,"about_ca_system_score_gemma":0.00018970513,"threshold_uncertainty_score":0.0068060756},"labels":[],"label_agreement":null},{"id":"W1974592479","doi":"10.4236/jmmce.2014.21007","title":"Mineralogical Characterization of Sieved and Un-Sieved Samples","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Characterization (materials science); Fractionation; Particle size; Sample size determination; Mineralogy; Materials science; Liberation; Analytical Chemistry (journal); Chromatography; Chemistry; Mathematics; Nanotechnology; Statistics","score_opus":0.008750176886325735,"score_gpt":0.18048592316637774,"score_spread":0.171735746280052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974592479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792812,0.0011763857,0.012882741,0.000054250882,0.000053778364,0.00011224835,0.001664211,0.00025201408,0.0045231967],"genre_scores_gemma":[0.9505221,0.0017498921,0.03281204,0.00014816482,0.000023477107,0.00018741634,0.0037505042,0.0004426769,0.01036363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995559,0.00002459845,0.00003942745,0.00008720159,0.00025816265,0.000034659777],"domain_scores_gemma":[0.9994192,0.00011950601,0.0000568526,0.00006615919,0.0003045753,0.000033833694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041962208,0.00031652112,0.0004396893,0.0018917144,0.00052920124,0.000448722,0.00038867144,0.00037812386,0.0023884154],"category_scores_gemma":[0.001001146,0.00017743306,0.0002699976,0.0010566581,0.00040997783,0.00035481635,0.00023430376,0.00043828177,0.0004919746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022411006,0.000056395907,0.0025165756,0.00010868076,0.00001619469,0.00011858661,0.00016123102,0.00027011702,0.9883973,0.00011718694,0.00011529587,0.00789845],"study_design_scores_gemma":[0.000013284004,0.0002467766,0.046472587,0.000026848249,0.00004680373,0.00028386313,0.00033470723,0.001662223,0.9435313,0.0001257465,0.0072403057,0.000015631676],"about_ca_topic_score_codex":0.0013262775,"about_ca_topic_score_gemma":0.003945847,"teacher_disagreement_score":0.0023884154,"about_ca_system_score_codex":0.0002761832,"about_ca_system_score_gemma":0.0002393977,"threshold_uncertainty_score":0.007990062},"labels":[],"label_agreement":null},{"id":"W2064293674","doi":"10.4236/jmmce.2014.22017","title":"Effect of Surface Modification on Candidate Alloys for Canadian SCWR Fuel Cladding","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cladding (metalworking); Corrosion; Surface modification; Supercritical fluid; Metallurgy; Austenite; Stress corrosion cracking; Cracking; Austenitic stainless steel; Composite material; Microstructure; Chemical engineering","score_opus":0.008929970194087804,"score_gpt":0.21204029734152732,"score_spread":0.2031103271474395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064293674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985379,0.00030111475,0.00023365875,0.000023822397,0.000015430378,0.000013248542,0.00006153725,0.000026485248,0.0007867144],"genre_scores_gemma":[0.99750984,0.00024398713,0.00078351825,0.000020665735,0.0000040098744,0.000007947369,0.00014101662,0.000022979464,0.0012659618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981827,0.000012311156,0.000012467161,0.000029835093,0.000077212804,0.000049815077],"domain_scores_gemma":[0.9998043,0.00002390526,0.00003981629,0.000021469305,0.00008796347,0.000022594097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013562433,0.00044845813,0.0002671008,0.0002377121,0.00028119932,0.00027930812,0.00040061394,0.0003540738,0.0011484409],"category_scores_gemma":[0.0004028524,0.0002127656,0.00032797336,0.00022775191,0.00016994773,0.00014885921,0.00017103841,0.0002939975,0.0002539222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009795612,0.0000151426075,0.00032703744,0.00003917212,0.000008908088,0.00003253267,0.000024863673,0.00016342386,0.99815696,0.00001632965,0.00005104537,0.0010666462],"study_design_scores_gemma":[0.0000038557378,0.00024587903,0.0030138933,0.000002111513,0.000014072693,0.000029716724,0.00002863261,0.00040560175,0.99555814,0.0000035691114,0.00069009134,0.0000044426906],"about_ca_topic_score_codex":0.009066212,"about_ca_topic_score_gemma":0.019970667,"teacher_disagreement_score":0.9909338,"about_ca_system_score_codex":0.00046093378,"about_ca_system_score_gemma":0.00029580138,"threshold_uncertainty_score":0.018026888},"labels":[],"label_agreement":null},{"id":"W2085968212","doi":"10.4236/jmmce.2014.23025","title":"Electrostatic Separation as a Characterizing Tool for the Insulation of Conductive Mineral Particles","year":2014,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Coating; Materials science; Composite material; Hematite; Talc; Particle (ecology); Electrical conductor; Volume (thermodynamics); Particle size; Mineralogy; Chemical engineering; Metallurgy; Chemistry; Geology","score_opus":0.010069282589653363,"score_gpt":0.2363553367069969,"score_spread":0.22628605411734354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085968212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8737348,0.0033278007,0.117613874,0.0001464763,0.00009758849,0.00010746145,0.0002054633,0.00036062457,0.004405995],"genre_scores_gemma":[0.96060014,0.0009319626,0.036079574,0.00006678593,0.00003118903,0.000053554588,0.00016490485,0.00006157332,0.0020103313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951184,0.00005944816,0.000021360902,0.00008785777,0.00027337339,0.000046178156],"domain_scores_gemma":[0.9996604,0.00012862482,0.000061171086,0.000031964715,0.000092956594,0.000024957897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046153105,0.00037514252,0.00021805486,0.0006472086,0.0002603666,0.00040986022,0.0002819233,0.0003231366,0.00082095544],"category_scores_gemma":[0.00053471327,0.00015456781,0.00022928929,0.0003009777,0.00039931395,0.00045228997,0.00042123886,0.00045463088,0.00033605567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027502887,0.000009929909,0.0002183751,0.000054851113,0.000004447457,0.00004163622,0.000038943774,0.00011944807,0.99485517,0.0001408636,0.000029321407,0.004459394],"study_design_scores_gemma":[0.0000033167032,0.00009807795,0.0013677855,0.0000054361235,0.000009686271,0.00016576031,0.000037245158,0.0015877585,0.9953112,0.00008089745,0.0013272547,0.000005534029],"about_ca_topic_score_codex":0.0003084404,"about_ca_topic_score_gemma":0.0005254874,"teacher_disagreement_score":0.00082095544,"about_ca_system_score_codex":0.0002486823,"about_ca_system_score_gemma":0.00016749137,"threshold_uncertainty_score":0.0027464032},"labels":[],"label_agreement":null},{"id":"W2259379849","doi":"10.4236/jmmce.2016.41009","title":"Role of Microstructural Features in Toughness Improvement of Zirconia Toughened Alumina","year":2016,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; National Research Council Canada; University of Ottawa","funders":"National Research Council Canada","keywords":"Materials science; Composite material; Charpy impact test; Indentation; Toughness; Fracture toughness; Cubic zirconia; Knoop hardness test; Microstructure; Scanning electron microscope; Porosity; Indentation hardness; Ceramic; Vickers hardness test","score_opus":0.0033229140019481558,"score_gpt":0.19057914900937908,"score_spread":0.18725623500743094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259379849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977634,0.000365861,0.0011794418,0.00001504304,0.00000607606,0.0000100804245,0.000061446255,0.000036214697,0.0005623305],"genre_scores_gemma":[0.99906343,0.00009509646,0.0005065706,0.0000045872002,0.0000016879421,0.000005307521,0.00003423313,0.0000072052494,0.00028184673],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990165,0.0000062149006,0.0000074969007,0.00001967057,0.00004065961,0.00002434866],"domain_scores_gemma":[0.99981815,0.000036846406,0.00007189822,0.000014070657,0.00003973801,0.000019375148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011137066,0.00019802517,0.00014072761,0.00039555068,0.00014627624,0.00027610656,0.00013742642,0.00022768308,0.0010512457],"category_scores_gemma":[0.00029003556,0.00022939274,0.00015042133,0.00017837044,0.00024124866,0.00021017167,0.00015263903,0.0002492463,0.00014302497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000442203,0.00000767142,0.000424985,0.000026394622,0.0000026418911,0.00003329206,0.00001895261,0.00019853463,0.99789524,0.000044982684,0.000008640852,0.0012943855],"study_design_scores_gemma":[0.0000055139526,0.00017824746,0.015621443,0.0000040387054,0.00001083595,0.00010838497,0.00005737763,0.0015615135,0.98189527,0.000043965316,0.0005055585,0.000007847527],"about_ca_topic_score_codex":0.0006392307,"about_ca_topic_score_gemma":0.0015003005,"teacher_disagreement_score":0.0010512457,"about_ca_system_score_codex":0.00017619357,"about_ca_system_score_gemma":0.00011044613,"threshold_uncertainty_score":0.0035167933},"labels":[],"label_agreement":null},{"id":"W2546485100","doi":"10.4236/jmmce.2016.46028","title":"Thermodynamics of the Reduction Roasting of Nickeliferous Laterite Ores","year":2016,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laterite; Nickel; Pyrometallurgy; Ferroalloy; Roasting; Metallurgy; Geology; Materials science; Mineralogy; Smelting","score_opus":0.006343450949523114,"score_gpt":0.17723338541704878,"score_spread":0.17088993446752565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546485100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711611,0.0009294555,0.015276775,0.00023439321,0.000051387564,0.00009143961,0.0005066125,0.00008601441,0.011662781],"genre_scores_gemma":[0.9944353,0.00055931084,0.001154665,0.000021101223,0.000010508313,0.00007123335,0.0002506532,0.000022211838,0.003474929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998305,0.000024256795,0.0000083926025,0.000031273616,0.00007073096,0.000034976252],"domain_scores_gemma":[0.99987066,0.00007789717,0.000013318212,0.000009895584,0.00002101322,0.0000071554523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028882775,0.00024036608,0.00046217276,0.00035739987,0.00047598474,0.0004622558,0.0005785087,0.0003516484,0.0029823456],"category_scores_gemma":[0.0006214648,0.00029441403,0.00048071562,0.00019698602,0.0006730042,0.0005739609,0.00034961852,0.00046733717,0.0003770007],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089834275,0.0003291438,0.008794503,0.0011589609,0.00009449996,0.0007443333,0.00058500614,0.5546834,0.35343894,0.058407996,0.0018345042,0.019030426],"study_design_scores_gemma":[0.000069813235,0.0003568601,0.008606629,0.000028059505,0.000026839325,0.00017736672,0.00016314392,0.8146489,0.16204482,0.009547886,0.004263005,0.00006664898],"about_ca_topic_score_codex":0.0047086137,"about_ca_topic_score_gemma":0.0037739505,"teacher_disagreement_score":0.0047086137,"about_ca_system_score_codex":0.0011726499,"about_ca_system_score_gemma":0.00060371653,"threshold_uncertainty_score":0.0099769235},"labels":[],"label_agreement":null},{"id":"W2596961968","doi":"10.4236/jmmce.2017.52006","title":"Development of a Novel Oven-Furnace","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vacuum furnace; Casing; Fabrication; Process engineering; Mechanical engineering; Engineering; Metallurgy; Materials science","score_opus":0.02005484523001058,"score_gpt":0.22259632335124802,"score_spread":0.20254147812123743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596961968","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28608876,0.0030346545,0.6792655,0.00026581623,0.00081046723,0.00070180104,0.0006035404,0.0066523845,0.022577168],"genre_scores_gemma":[0.4504083,0.0012846077,0.5299895,0.00008241471,0.00008238022,0.0002602688,0.00065588066,0.00020187958,0.017034736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997004,0.000011385332,0.000014688623,0.000088746005,0.00015622431,0.000028571096],"domain_scores_gemma":[0.9998215,0.000015463094,0.00002545197,0.000032832293,0.00007307792,0.00003165549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038992602,0.00042923447,0.0004957157,0.0004307024,0.00038118052,0.00046995474,0.0015337724,0.000577522,0.0022768518],"category_scores_gemma":[0.00030519438,0.00037646305,0.00043530346,0.0003328095,0.00020575144,0.0008119073,0.00053816434,0.00059541845,0.0013757311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105681196,0.000108198496,0.001074437,0.00048272725,0.000020577463,0.00016268654,0.00010440336,0.001414827,0.94613034,0.0031986833,0.0011965072,0.046001],"study_design_scores_gemma":[0.000055931287,0.00063850573,0.0034006627,0.000053560707,0.00006770733,0.001286994,0.00006307467,0.025016768,0.88873935,0.00038872694,0.080229014,0.000059736587],"about_ca_topic_score_codex":0.00042088464,"about_ca_topic_score_gemma":0.00095601735,"teacher_disagreement_score":0.0022768518,"about_ca_system_score_codex":0.00024132642,"about_ca_system_score_gemma":0.0005718237,"threshold_uncertainty_score":0.0076167583},"labels":[],"label_agreement":null},{"id":"W2682203870","doi":"10.4236/jmmce.2017.54014","title":"The Effect of Atmospheric Plasma Paint Stripping on the Fatigue Crack Growth Properties of Aluminium Substrates","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Hazardous waste; Stripping (fiber); Abrasive; Aluminium; Materials science; Metallurgy; Waste management; Corrosion; Composite material; Engineering","score_opus":0.01413332325634032,"score_gpt":0.20843678437145688,"score_spread":0.19430346111511657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2682203870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987386,0.0004960996,0.00015972019,0.000010234319,0.000005295179,0.000003402912,0.00006317306,0.000010984168,0.00051260076],"genre_scores_gemma":[0.9983552,0.00034798044,0.000349451,0.000011040496,0.0000028182635,0.0000038274325,0.000095881296,0.0000064540177,0.0008272018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985135,0.000012780554,0.000011059909,0.00002049982,0.000068978705,0.000035204575],"domain_scores_gemma":[0.999696,0.00009836865,0.00006732352,0.000024837309,0.00009364835,0.000019815574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012773226,0.00017755,0.00014499768,0.00018608909,0.00014251092,0.00016354967,0.0001387799,0.00024334512,0.0011046239],"category_scores_gemma":[0.00029672077,0.000108780674,0.00017655296,0.0001830263,0.00013663174,0.00018151257,0.0000922768,0.00027491845,0.0001648968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012120875,0.000017696613,0.00041261784,0.000057420315,0.0000051184566,0.000053361382,0.000036003275,0.00019623904,0.99699533,0.000009785729,0.000030832085,0.0020644108],"study_design_scores_gemma":[0.0000029997839,0.00039760413,0.0076235193,0.0000029998355,0.00000782023,0.000046525034,0.000034780733,0.0006501489,0.9908111,0.0000040479304,0.00041415144,0.000004396325],"about_ca_topic_score_codex":0.0014855575,"about_ca_topic_score_gemma":0.0026656433,"teacher_disagreement_score":0.0014855575,"about_ca_system_score_codex":0.000115382936,"about_ca_system_score_gemma":0.00008785936,"threshold_uncertainty_score":0.0036953092},"labels":[],"label_agreement":null},{"id":"W2725498442","doi":"10.4236/jmmce.2017.54019","title":"Alternate Environmentally Friendly De-Painting Process for Aircraft Structures-Atmospheric Plasma","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmentally friendly; Process (computing); Atmospheric-pressure plasma; Environmental science; Plasma; Computer science; Physics","score_opus":0.0073782949985382205,"score_gpt":0.22169322164492275,"score_spread":0.21431492664638452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725498442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769365,0.0016001246,0.017075121,0.00008410881,0.000049360406,0.000050217826,0.00010052836,0.00015306876,0.003951006],"genre_scores_gemma":[0.98823345,0.0004347542,0.008654032,0.000031700325,0.00000856568,0.000015987574,0.0000630915,0.000022000053,0.0025363467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998404,0.000013485837,0.0000060923207,0.00003216264,0.00008582897,0.000022109423],"domain_scores_gemma":[0.99992704,0.000011962872,0.000021221176,0.000012910252,0.000021656551,0.0000051529064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113915594,0.00018391394,0.00013870317,0.0001400517,0.00013739066,0.00023629054,0.0002753017,0.0002749654,0.0011300445],"category_scores_gemma":[0.00019223978,0.0001177173,0.00018613576,0.00012718436,0.0001463446,0.00025897226,0.00017229024,0.00035314573,0.0002574923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020968915,0.000009352648,0.00015852299,0.00009119834,0.0000031865482,0.00006519428,0.000033061613,0.00008414229,0.99641883,0.000082886305,0.000055958873,0.0029765773],"study_design_scores_gemma":[0.000005178412,0.00016966337,0.002850037,0.000003747012,0.000007204118,0.00031857393,0.000029349567,0.001030968,0.9929685,0.00003211949,0.0025802609,0.000004306512],"about_ca_topic_score_codex":0.00035550148,"about_ca_topic_score_gemma":0.00092383305,"teacher_disagreement_score":0.0011300445,"about_ca_system_score_codex":0.000120216915,"about_ca_system_score_gemma":0.00010886234,"threshold_uncertainty_score":0.003780365},"labels":[],"label_agreement":null},{"id":"W2780699588","doi":"10.4236/jmmce.2018.61002","title":"Effect of Atmospheric Plasma Paint Removal on the Fatigue Performance of 2024-T3 Aluminium Alloy Sheet","year":2017,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Material Properties and Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aluminium; Metallurgy; Materials science; Alloy; Aluminium alloy","score_opus":0.01281417476789619,"score_gpt":0.21999955980030877,"score_spread":0.20718538503241257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780699588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991341,0.00016124627,0.00029829453,0.000008442675,0.000004707561,0.0000053485674,0.000033465774,0.000015435822,0.00033897042],"genre_scores_gemma":[0.9980621,0.00014316045,0.0008793601,0.000016531772,0.000003948198,0.000007905531,0.00006714411,0.0000128968195,0.00080704316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998153,0.000017127786,0.000013187438,0.000031018702,0.00009047802,0.00003287771],"domain_scores_gemma":[0.9996668,0.000104628365,0.00006925188,0.000038062954,0.00009624919,0.000024998815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019127439,0.00025720132,0.00024056282,0.00017406816,0.00020968508,0.00022932496,0.00025990378,0.0003295637,0.0014988825],"category_scores_gemma":[0.00057316717,0.0001762129,0.00021071262,0.00018069234,0.00020831109,0.0002430029,0.0001738111,0.0002925249,0.00018049535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021074708,0.000021193553,0.0005788334,0.00006341899,0.000008813606,0.00009783989,0.00006607223,0.00024846356,0.9958389,0.000009095269,0.000028746092,0.0028278683],"study_design_scores_gemma":[0.000009549282,0.0011480207,0.016354872,0.0000050360454,0.000020766767,0.00017133253,0.00008475633,0.0010835481,0.98039776,0.000010459069,0.0007053442,0.000008408283],"about_ca_topic_score_codex":0.0012166053,"about_ca_topic_score_gemma":0.0023047272,"teacher_disagreement_score":0.0014988825,"about_ca_system_score_codex":0.00013604619,"about_ca_system_score_gemma":0.00013124051,"threshold_uncertainty_score":0.0050142407},"labels":[],"label_agreement":null},{"id":"W2801879601","doi":"10.4236/jmmce.2018.63022","title":"ANN Based Predictive Modelling of Weld Shape and Dimensions in Laser Welding of Galvanized Steel in Butt Joint Configurations","year":2018,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Rimouski; Université du Québec à Rimouski","funders":"","keywords":"Welding; Artificial neural network; Galvanization; Butt joint; Laser beam welding; Reliability (semiconductor); Butt welding; Mechanical engineering; Joint (building); Structural engineering; Materials science; Engineering; Computer science; Power (physics); Artificial intelligence; Composite material","score_opus":0.01671906638242433,"score_gpt":0.20398431659184177,"score_spread":0.18726525020941745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801879601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5649699,0.0002976689,0.43001533,0.00010694712,0.00002151951,0.000043923505,0.000105426814,0.0004971497,0.003942143],"genre_scores_gemma":[0.9918412,0.0000743496,0.007139747,0.000008586243,0.0000014052058,0.000029373421,0.000040054663,0.000007742856,0.0008576288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990463,0.000026532809,0.000005898764,0.000022805385,0.000027964483,0.000012220971],"domain_scores_gemma":[0.99978,0.0001342389,0.00003325077,0.000013734582,0.000033437114,0.0000052938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029909748,0.00035001957,0.00025882144,0.00022264976,0.00021051943,0.00045057558,0.0004959201,0.00067665457,0.0005129517],"category_scores_gemma":[0.0006332633,0.00034353393,0.00037797194,0.00024428125,0.0002864638,0.000408583,0.00021340273,0.0003327045,0.000092933624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017728378,0.000009107643,0.0003793377,0.000009033328,0.0000045289503,0.000016704218,0.000010977777,0.9948796,0.0012834425,0.00012534928,0.00001802127,0.0032461653],"study_design_scores_gemma":[4.9998175e-7,0.000007654369,0.00016424773,7.607208e-7,0.0000011417061,0.000002127813,0.0000019006081,0.99932647,0.00043209427,0.000043125958,0.000018743114,0.0000012244351],"about_ca_topic_score_codex":0.0093383305,"about_ca_topic_score_gemma":0.009705524,"teacher_disagreement_score":0.0093383305,"about_ca_system_score_codex":0.00057332584,"about_ca_system_score_gemma":0.00039174943,"threshold_uncertainty_score":0.01856792},"labels":[],"label_agreement":null},{"id":"W2944839517","doi":"10.4236/jmmce.2019.73009","title":"Effects of Collectors and Frothers on Copper and Molybdenum Coarse Particle Recoveries—A Statistical Approach","year":2019,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Copper; Molybdenum; Particle (ecology); Metallurgy; Chemistry; Environmental science; Materials science; Geology","score_opus":0.004056740515904636,"score_gpt":0.18886704500676676,"score_spread":0.18481030449086214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944839517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93140835,0.0006714503,0.063206226,0.000082058315,0.000119582626,0.00081401225,0.0010587863,0.0005451246,0.0020945326],"genre_scores_gemma":[0.9639491,0.0002229249,0.03148713,0.00006820217,0.000036489873,0.0010665186,0.00088191463,0.00015858462,0.0021290772],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9874226,0.0039920365,0.001052782,0.0024963543,0.0043660477,0.0006701843],"domain_scores_gemma":[0.96591836,0.02620736,0.0022844428,0.0030388285,0.0022778413,0.0002732242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010552012,0.00080566166,0.0014768337,0.0015169733,0.00059554103,0.0011182815,0.0009030673,0.000898642,0.0014771832],"category_scores_gemma":[0.016314106,0.0003599963,0.0026756094,0.0013172608,0.0014959787,0.0008112581,0.0009461413,0.0016482807,0.00031818758],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025566416,0.0062553016,0.21347094,0.0018246287,0.0071574855,0.00060964975,0.0029577767,0.019119602,0.42108104,0.002735817,0.0015451058,0.29767627],"study_design_scores_gemma":[0.00030120809,0.06327114,0.51438284,0.00007371496,0.0038129236,0.00053063413,0.0014725412,0.07740891,0.3266093,0.0014543826,0.010349706,0.00033273516],"about_ca_topic_score_codex":0.0016383553,"about_ca_topic_score_gemma":0.0014090328,"teacher_disagreement_score":0.010552012,"about_ca_system_score_codex":0.00070186367,"about_ca_system_score_gemma":0.00072879426,"threshold_uncertainty_score":0.055805087},"labels":[],"label_agreement":null},{"id":"W2974473340","doi":"10.4236/jmmce.2019.75020","title":"Hydrophobicity of Highly Ordered Nanorod Polycrystalline Nickel and Silver Surfaces","year":2019,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Agentúra na Podporu Výskumu a Vývoja","keywords":"Nanorod; Materials science; Adhesion; Surface energy; Nickel; Crystallite; Chemical engineering; Nanotechnology; Metal; Polarizability; Agglomerate; Surface tension; Composite material; Chemistry; Metallurgy; Molecule; Organic chemistry","score_opus":0.006502378235797774,"score_gpt":0.20174847069010998,"score_spread":0.1952460924543122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974473340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985234,0.00019070684,0.0004380635,0.000015221399,0.0000052764476,0.000004163415,0.000045036122,0.000011095507,0.0007670007],"genre_scores_gemma":[0.9987852,0.000088405206,0.000583682,0.0000072339117,0.0000024540707,0.0000050862327,0.0000631865,0.0000059255985,0.00045879438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998584,0.000011170868,0.000008331893,0.000027606638,0.000064921376,0.000029559471],"domain_scores_gemma":[0.9998847,0.00003127167,0.000028150263,0.00001038385,0.00003212035,0.000013444431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007825418,0.00012433628,0.00015091308,0.00011818723,0.00010726085,0.00018109853,0.00010615996,0.00014836833,0.00064963754],"category_scores_gemma":[0.00023973646,0.00013192419,0.000113734546,0.00009879776,0.00011865699,0.00014852898,0.00010908429,0.00015804905,0.00013011678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026474787,0.000003576725,0.00019148008,0.000017063861,0.000002070816,0.000034037508,0.000014034074,0.000060179696,0.9991425,0.000021861842,0.000012028274,0.00047473764],"study_design_scores_gemma":[0.000007089204,0.00012489261,0.008218905,0.0000026817177,0.0000078907915,0.00010002344,0.000059932478,0.0013881228,0.9895767,0.000033266777,0.00047523412,0.0000052981623],"about_ca_topic_score_codex":0.0005464254,"about_ca_topic_score_gemma":0.0010012677,"teacher_disagreement_score":0.00064963754,"about_ca_system_score_codex":0.00016445307,"about_ca_system_score_gemma":0.00007747669,"threshold_uncertainty_score":0.002173245},"labels":[],"label_agreement":null},{"id":"W3011317869","doi":"10.4236/jmmce.2020.82002","title":"Experimental Investigation of Laser Surface Hardening of AISI 4340 Steel Using Different Laser Scanning Patterns","year":2020,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Materials science; Laser; Hardening (computing); Scanning electron microscope; Laser scanning; Taguchi methods; Hardened steel; Laser power scaling; Case hardening; Design of experiments; Response surface methodology; Composite material; Optics; Hardness; Computer science; Mathematics","score_opus":0.018178001827528302,"score_gpt":0.20659184974952596,"score_spread":0.18841384792199767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011317869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968599,0.00013619637,0.0022621446,0.000013477115,0.000010430191,0.000049741247,0.00007046589,0.000039275234,0.00055828656],"genre_scores_gemma":[0.9903876,0.00029063225,0.0077907136,0.00001892433,0.000008729404,0.000080439866,0.00007729773,0.000022784405,0.0013228799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993161,0.00007077424,0.00007484302,0.00010529001,0.00034904855,0.00008396982],"domain_scores_gemma":[0.99891984,0.00036945986,0.00020256724,0.00016911235,0.00029403818,0.000045074114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005883087,0.0004879029,0.00043950303,0.0004668018,0.00031655518,0.00020770656,0.00040691879,0.0006972359,0.0020329421],"category_scores_gemma":[0.00076260674,0.00033898104,0.00038083617,0.000779885,0.00037421918,0.0002689227,0.00026954056,0.00046364762,0.0002371093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020501015,0.000106929336,0.00031679065,0.00016106492,0.000008267631,0.00009106099,0.00017279907,0.0013659727,0.9937016,0.000056995592,0.000034017172,0.0037794823],"study_design_scores_gemma":[0.000033196557,0.0032562474,0.0072870706,0.000009230984,0.000025451202,0.000074812946,0.0001271484,0.0034294862,0.9848535,0.000056279245,0.00082629337,0.000021200456],"about_ca_topic_score_codex":0.00057593366,"about_ca_topic_score_gemma":0.0009937093,"teacher_disagreement_score":0.0020329421,"about_ca_system_score_codex":0.00021606433,"about_ca_system_score_gemma":0.0002496166,"threshold_uncertainty_score":0.0068008304},"labels":[],"label_agreement":null},{"id":"W3139315876","doi":"10.4236/jmmce.2021.92011","title":"Affordable Water Filtration Technology for Disinfection By-Product Control for Small Rural Communities by Using Carbon Extracted from Local Fly Ash","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adsorption; Filtration (mathematics); Haloacetic acids; Activated carbon; Water treatment; Carbon fibers; Chemistry; Fly ash; Portable water purification; Methylene blue; Pulp and paper industry; Waste management; Chemical engineering; Environmental engineering; Materials science; Environmental science; Catalysis; Organic chemistry; Composite material","score_opus":0.0071232327159075765,"score_gpt":0.1825093301816924,"score_spread":0.17538609746578482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139315876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98050445,0.0011593527,0.01679977,0.0000990371,0.000019104808,0.00007528333,0.00008576221,0.000088165936,0.0011690576],"genre_scores_gemma":[0.9894236,0.0005652431,0.008840091,0.000019980642,0.0000052363407,0.000021744574,0.000056388548,0.0000068328177,0.0010609099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998671,0.000017145621,0.0000063272464,0.000027837257,0.00006059805,0.000021107884],"domain_scores_gemma":[0.9999455,0.0000068628137,0.000014839207,0.0000044460726,0.000019905061,0.00000852252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010450282,0.0003429011,0.00020304947,0.0005434769,0.00032518213,0.0003195163,0.0003268431,0.00032852695,0.00076126703],"category_scores_gemma":[0.00010971617,0.000104949904,0.00028674988,0.00032619995,0.00019754408,0.0003669686,0.00021149943,0.0002706213,0.0001516709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043681026,0.00006336929,0.0011863406,0.0001658847,0.000010426264,0.00009783372,0.00003144807,0.00033116722,0.986989,0.00010244324,0.00005163239,0.010926722],"study_design_scores_gemma":[0.000012710604,0.00051013235,0.009542442,0.000013835099,0.000047417605,0.0002657474,0.00014357944,0.002846408,0.98387444,0.00008472164,0.0026433826,0.000015249424],"about_ca_topic_score_codex":0.0024871365,"about_ca_topic_score_gemma":0.0069437954,"teacher_disagreement_score":0.0024871365,"about_ca_system_score_codex":0.00032358206,"about_ca_system_score_gemma":0.00035132238,"threshold_uncertainty_score":0.004945278},"labels":[],"label_agreement":null},{"id":"W3185481565","doi":"10.4236/jmmce.2021.94027","title":"Physicochemical and Mineralogical Characterizations of Wastes Coming from Phosphate Ore Processing of Hahotoé and Kpogamé Mines","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"International Development Research Centre","keywords":"Fourier transform infrared spectroscopy; Phosphate; Photocatalysis; Materials science; Mineral processing; Inductively coupled plasma; Nuclear chemistry; Chemistry; Waste management; Metallurgy; Environmental chemistry; Chemical engineering; Mineralogy; Environmental science; Pulp and paper industry; Plasma; Catalysis; Physics; Engineering","score_opus":0.012876666845168245,"score_gpt":0.2105299297141551,"score_spread":0.19765326286898685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185481565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989115,0.000056598517,0.00048514045,0.0000073283086,0.0000010757518,0.0000058646483,0.00015267615,0.000005244303,0.00037465963],"genre_scores_gemma":[0.9965264,0.00016094004,0.0020662076,0.000019071198,0.0000028007792,0.000012753028,0.00032819243,0.000013419276,0.0008700182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998276,0.00001569152,0.0000170973,0.000025862506,0.00008726407,0.000026556483],"domain_scores_gemma":[0.9999012,0.000024727578,0.000022949762,0.00000600051,0.000029784971,0.000015331989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013821467,0.00019588677,0.00028040286,0.00080531585,0.00037816408,0.00044336403,0.0001484289,0.0002773574,0.00040936077],"category_scores_gemma":[0.00022944347,0.00013423557,0.00021996428,0.0005527957,0.00030479487,0.00021658474,0.00022616594,0.0002340751,0.00011082148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014178798,0.000030933108,0.013473032,0.000075678196,0.0000105917015,0.00026198057,0.00028923756,0.0002908779,0.9801701,0.00006725965,0.000027966986,0.0051606963],"study_design_scores_gemma":[0.000009901814,0.00025060982,0.12668261,0.000016765316,0.000029836174,0.00079927564,0.00083317974,0.0015266406,0.86808157,0.00013188654,0.0016198751,0.000017858212],"about_ca_topic_score_codex":0.0017389875,"about_ca_topic_score_gemma":0.004901376,"teacher_disagreement_score":0.0017389875,"about_ca_system_score_codex":0.00017100626,"about_ca_system_score_gemma":0.0002323308,"threshold_uncertainty_score":0.0034576654},"labels":[],"label_agreement":null},{"id":"W3203702047","doi":"10.4236/jmmce.2021.95035","title":"Morphology Study of Particle Breakage Mechanisms in a Horizontal Stirred Mill: Automated and Manual Point Counting Approaches","year":2021,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Breakage; Agitator; Grinding; Metallurgy; Materials science; Comminution; Abrasion (mechanical); Particle (ecology); Mineral processing; Grind; Composite material; Mineralogy; Geology","score_opus":0.014658441717525105,"score_gpt":0.21024467071139727,"score_spread":0.19558622899387215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203702047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657548,0.00043003837,0.032053903,0.000021587692,0.000016198252,0.000043544755,0.00016839991,0.00021828302,0.0012932582],"genre_scores_gemma":[0.96185625,0.00031251635,0.03551167,0.000022358758,0.0000103777365,0.000046012276,0.0002564705,0.00004142031,0.0019428072],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996057,0.000020662008,0.00002333232,0.00009720828,0.00022316608,0.000029903858],"domain_scores_gemma":[0.9993765,0.000159124,0.00014366527,0.00008840432,0.00020035761,0.000031948628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042995,0.00016500503,0.00017888361,0.0007994202,0.00024445343,0.00033146248,0.00039030702,0.0003684277,0.0008437913],"category_scores_gemma":[0.00043323133,0.00022383171,0.0002375501,0.00046655998,0.00030307798,0.00033241723,0.00020512872,0.00037245287,0.00025412926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009849922,0.000049236533,0.0069623915,0.00005617494,0.000010935906,0.00007450067,0.00022224234,0.00027862945,0.9779434,0.00011296244,0.000057798774,0.014133227],"study_design_scores_gemma":[0.00001898113,0.0004964788,0.13591985,0.000009746231,0.000044694556,0.00046621772,0.00032981182,0.013224525,0.8475684,0.00014594432,0.0017400271,0.000035391455],"about_ca_topic_score_codex":0.0013202948,"about_ca_topic_score_gemma":0.002633433,"teacher_disagreement_score":0.0013202948,"about_ca_system_score_codex":0.0002479706,"about_ca_system_score_gemma":0.0001560362,"threshold_uncertainty_score":0.0028227568},"labels":[],"label_agreement":null},{"id":"W4211017424","doi":"10.4236/jmmce.2022.102007","title":"Characterization of the Clay Collected in the Locality of Dolisie in Congo-Brazzaville","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Kaolinite; Illite; Clay minerals; Mineralogy; Geology; Feldspar; Characterization (materials science); Geochemistry; Materials science; Quartz","score_opus":0.023359978083179817,"score_gpt":0.2997416821918135,"score_spread":0.2763817041086337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211017424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958812,0.00040057185,0.00080056355,0.000042070165,0.000005425797,0.000036011912,0.00081233506,0.000015962063,0.0020059177],"genre_scores_gemma":[0.9947785,0.00024338473,0.0017741673,0.000038667706,0.000007318429,0.000025339004,0.0006449287,0.000008728727,0.0024789942],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998994,0.000011448675,0.000009988712,0.000027193548,0.00003562059,0.000016340256],"domain_scores_gemma":[0.99991274,0.000011362908,0.000028256783,0.000004810477,0.000029603398,0.000013293912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014297955,0.00021496316,0.00019297696,0.001946282,0.00068706664,0.0004208688,0.00017625037,0.00026419503,0.001037905],"category_scores_gemma":[0.0002043722,0.000091752176,0.00016154241,0.0007895364,0.0002980522,0.00014991571,0.00022840277,0.0001323411,0.00019336319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031104247,0.000114159535,0.3732312,0.00054178585,0.0000866121,0.0029674675,0.005218673,0.0006940201,0.58427453,0.00035562713,0.00038290786,0.031821895],"study_design_scores_gemma":[0.000012523031,0.00021634485,0.94227344,0.00009482355,0.000066649925,0.0032483372,0.005252927,0.0007380659,0.03483397,0.000113698006,0.013120257,0.000029013416],"about_ca_topic_score_codex":0.011690046,"about_ca_topic_score_gemma":0.05121804,"teacher_disagreement_score":0.011690046,"about_ca_system_score_codex":0.00038807018,"about_ca_system_score_gemma":0.0003261378,"threshold_uncertainty_score":0.023244023},"labels":[],"label_agreement":null},{"id":"W4285059426","doi":"10.4236/jmmce.2022.104024","title":"Characterization of Clay Materials and Performance Evaluation of Fired Clay Composites Made for Low-Cost Housing","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Flexural strength; Porosity; Alluvium; Absorption of water; Clay minerals; Characterization (materials science); Bulk density; Materials science; Mineralogy; Geology; Composite material; Soil science; Soil water; Geomorphology","score_opus":0.013431400822889059,"score_gpt":0.2056485319025576,"score_spread":0.19221713107966854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285059426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980387,0.00045235714,0.00093681074,0.000007409613,0.000009976792,0.00001381651,0.0001028795,0.000015346663,0.00042254836],"genre_scores_gemma":[0.9973138,0.00023316918,0.0017618545,0.0000089962605,0.0000030722379,0.000011105044,0.00010246875,0.000010074738,0.00055542996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998436,0.000016960052,0.000010615253,0.000029129475,0.000074965625,0.00002475716],"domain_scores_gemma":[0.9998479,0.000025101084,0.000040442446,0.000010607932,0.00005137555,0.000024644338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023657997,0.00036456,0.00021080406,0.0006230263,0.00018536126,0.00033533128,0.0001575232,0.00029542853,0.0006773407],"category_scores_gemma":[0.00023558708,0.00012804444,0.00023390511,0.00037863647,0.00015432497,0.00021352139,0.00013875555,0.00022558942,0.0001482983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112869784,0.000026569794,0.0024122822,0.00010993587,0.00000930431,0.0001640516,0.000040511553,0.0004712455,0.9928054,0.00001860547,0.000019792955,0.0038093156],"study_design_scores_gemma":[0.0000071472027,0.00057475903,0.03773244,0.000019035248,0.000031445772,0.00033755667,0.00016169055,0.0014255458,0.9582911,0.000015058265,0.0013915433,0.000012583079],"about_ca_topic_score_codex":0.00083821063,"about_ca_topic_score_gemma":0.003962257,"teacher_disagreement_score":0.00083821063,"about_ca_system_score_codex":0.00020106474,"about_ca_system_score_gemma":0.00008854179,"threshold_uncertainty_score":0.0022659302},"labels":[],"label_agreement":null},{"id":"W4285741050","doi":"10.4236/jmmce.2022.104025","title":"Unit Cell Modelling of Auxetic Structure","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Auxetics; Materials science; Poisson's ratio; Finite element method; Composite material; Transverse plane; Ultimate tensile strength; Hexagonal crystal system; Poisson distribution; Structural engineering; Crystallography; Mathematics","score_opus":0.006763180774749678,"score_gpt":0.15919174770975805,"score_spread":0.15242856693500836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285741050","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29321387,0.0014153669,0.6061032,0.00031800626,0.00016721018,0.000258816,0.002093413,0.0008020534,0.09562808],"genre_scores_gemma":[0.85598725,0.0009994757,0.11737377,0.00008022862,0.000028016579,0.0005155862,0.0012452533,0.00027348858,0.023496965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983466,0.00003548778,0.000007641883,0.000026699949,0.00007144404,0.000024145927],"domain_scores_gemma":[0.9996828,0.00012233657,0.00003714776,0.000042150125,0.00010148086,0.000014076738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024300777,0.0004257125,0.00048511906,0.00052776356,0.0002902419,0.0010015301,0.0013307147,0.0013620678,0.0068836273],"category_scores_gemma":[0.0008434722,0.0003416033,0.0004065167,0.00066721556,0.00032274064,0.0004995189,0.0003637515,0.00046861343,0.0014572435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037189806,0.000029508521,0.0007073513,0.00009280518,0.000012325241,0.00017110443,0.00011973813,0.96582705,0.009232572,0.014343029,0.00074912026,0.008678092],"study_design_scores_gemma":[0.0000030256338,0.000012696805,0.00013679608,0.0000070092274,0.0000024819235,0.00003085937,0.000021716629,0.9951142,0.0010723867,0.0010965606,0.0024966744,0.0000055895707],"about_ca_topic_score_codex":0.004453212,"about_ca_topic_score_gemma":0.0033959246,"teacher_disagreement_score":0.0068836273,"about_ca_system_score_codex":0.000532843,"about_ca_system_score_gemma":0.0006128314,"threshold_uncertainty_score":0.023028016},"labels":[],"label_agreement":null},{"id":"W4294250576","doi":"10.4236/jmmce.2022.105028","title":"Physico-Chemical and Mineralogical Characterizations of Two Togolese Clays for Geopolymer Synthesis","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Geopolymer; Materials science; Fourier transform infrared spectroscopy; Portland cement; Thermogravimetric analysis; Raw material; Kaolinite; Amorphous solid; Chemical engineering; Fly ash; Cement; Composite material; Metallurgy; Chemistry; Organic chemistry","score_opus":0.012441758392469917,"score_gpt":0.22449295592285523,"score_spread":0.21205119753038532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294250576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720603,0.00019119811,0.0014773525,0.00002335883,0.0000031704162,0.000018725743,0.00015047281,0.000011651475,0.00091807224],"genre_scores_gemma":[0.99696785,0.00019795063,0.0017447256,0.000015662388,0.0000016745674,0.00001548548,0.0001636895,0.000011797306,0.00088117656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999331,0.000008514381,0.0000042229794,0.000009725565,0.000029223409,0.000015227792],"domain_scores_gemma":[0.99988234,0.000023473243,0.000030844025,0.0000089646755,0.000030037629,0.000024261984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012949838,0.00019779326,0.00013449694,0.0006895241,0.00017449824,0.00031619446,0.000089864756,0.00020215796,0.00087408867],"category_scores_gemma":[0.00025132572,0.00007266589,0.00020064131,0.00039742442,0.0002221991,0.00018906443,0.00018388292,0.0003290592,0.00020591394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023600924,0.000014569284,0.0009823474,0.000049939288,0.00000328211,0.00006142825,0.000043531116,0.0001954464,0.9971162,0.00007548062,0.000010224712,0.0014238018],"study_design_scores_gemma":[0.000005020373,0.00023068064,0.022023164,0.0000121942785,0.000018797846,0.00021352402,0.00025899315,0.0008509286,0.9735531,0.00009302899,0.0027297342,0.000010813737],"about_ca_topic_score_codex":0.00107707,"about_ca_topic_score_gemma":0.0044152834,"teacher_disagreement_score":0.00107707,"about_ca_system_score_codex":0.0002116576,"about_ca_system_score_gemma":0.00026831473,"threshold_uncertainty_score":0.0029241443},"labels":[],"label_agreement":null},{"id":"W4312734485","doi":"10.4236/jmmce.2022.106035","title":"Archean Tonalite-Trondhjemite-Granodiorite Suites Bearing Orthopyroxene Mineral of the Bounta Region and Their Sulfide and Oxide Iron Mineralization (Western Ivory Coast)","year":2022,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nickel Institute","funders":"","keywords":"Geology; Geochemistry; Petrography; Felsic; Archean; Mafic; Partial melting; Metamorphic rock; Petrology; Basalt","score_opus":0.009484843720454505,"score_gpt":0.17388735220366675,"score_spread":0.16440250848321225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312734485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953212,0.00047585563,0.00010774155,0.000022860857,0.000004270174,0.000011243706,0.00022818742,0.000013062695,0.003815572],"genre_scores_gemma":[0.99482024,0.00025352358,0.0005187158,0.000010587829,0.0000023790683,0.0000047326826,0.00055437576,0.0000062150166,0.0038292494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999424,0.00000381151,0.000004167109,0.00001649679,0.000013574651,0.000019469247],"domain_scores_gemma":[0.99993694,0.0000031904153,0.000024399054,0.000005861662,0.000016295335,0.0000132581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007315181,0.0002383446,0.000087987966,0.0012443406,0.00057107856,0.00046612482,0.0001630828,0.00011075979,0.0022143668],"category_scores_gemma":[0.00010844914,0.00020540565,0.00008828018,0.0005203213,0.00028537426,0.00013203443,0.00032500766,0.000115731804,0.00028146378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029401048,0.000051691535,0.7296827,0.00032784947,0.00011123147,0.0014451547,0.0027853402,0.00025884522,0.1976575,0.0007565734,0.00078237575,0.06584678],"study_design_scores_gemma":[0.0000021366466,0.000012837104,0.9964658,0.000008214453,0.000004624704,0.0003271706,0.00018079023,0.00004317176,0.0008509468,0.000010443641,0.002092662,0.0000012060143],"about_ca_topic_score_codex":0.06955402,"about_ca_topic_score_gemma":0.2373076,"teacher_disagreement_score":0.06955402,"about_ca_system_score_codex":0.00064983906,"about_ca_system_score_gemma":0.0005065104,"threshold_uncertainty_score":0.13829839},"labels":[],"label_agreement":null},{"id":"W4361804078","doi":"10.4236/jmmce.2023.112003","title":"Auxetics in Biomedical Applications: A Review","year":2023,"lang":"en","type":"review","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Auxetics; Finite element method; Materials science; Field (mathematics); Mechanical engineering; Computer science; Nanotechnology; Engineering drawing; Structural engineering; Engineering; Composite material; Mathematics; Pure mathematics","score_opus":0.016356919826664044,"score_gpt":0.2578798771022948,"score_spread":0.24152295727563078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361804078","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015593048,0.99802953,0.00019730137,0.00013030953,0.00019608976,0.000008622093,0.000022816126,0.000010702365,0.0012488087],"genre_scores_gemma":[0.0006239246,0.99812096,0.0003403421,0.000121340854,0.0001268768,0.000010029924,0.000028279006,0.0000022965983,0.00062591775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973387,0.000034978777,0.000042940803,0.000051923897,0.00010948703,0.000026744858],"domain_scores_gemma":[0.9995202,0.0002588854,0.00006113207,0.000016331987,0.00011136741,0.000032083237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073273655,0.0010896294,0.0013437336,0.0033572612,0.00044036438,0.0012657479,0.0009481604,0.0011790196,0.0054710954],"category_scores_gemma":[0.0008128335,0.00046998853,0.0006687982,0.003115971,0.00047832826,0.0016881686,0.0008489192,0.0017010804,0.002904555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047415535,0.00012796275,0.00015103775,0.035016973,0.000074099,0.00020885332,0.000094921335,0.00048116015,0.0045982804,0.0057842038,0.026397066,0.9270181],"study_design_scores_gemma":[0.0000065501604,0.00008517838,0.00031403,0.0031308683,0.000071754956,0.0007272281,0.000042612322,0.00007715168,0.0007572873,0.0011638568,0.9936051,0.00001837807],"about_ca_topic_score_codex":0.00084805937,"about_ca_topic_score_gemma":0.0015331156,"teacher_disagreement_score":0.0054710954,"about_ca_system_score_codex":0.0004216129,"about_ca_system_score_gemma":0.001030381,"threshold_uncertainty_score":0.01830256},"labels":[],"label_agreement":null},{"id":"W4385432852","doi":"10.4236/jmmce.2023.114008","title":"Physic, Chemical and Mineralogical Characterizations of Clays Used in the Making of Traditional Ceramics in the City of Katiola, C ôte d’Ivoire","year":2023,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Kaolinite; Mineralogy; Scanning electron microscope; Fourier transform infrared spectroscopy; Quartz; Muscovite; Ceramic; Materials science; Pottery; Nuclear chemistry; Metallurgy; Chemistry; Analytical Chemistry (journal); Chemical engineering; Archaeology; Composite material; Environmental chemistry","score_opus":0.06656925491024206,"score_gpt":0.26956835598325724,"score_spread":0.20299910107301516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385432852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990042,0.00009949906,0.00015154138,0.000008423178,0.000001312973,0.0000074737677,0.00015110096,0.000002689043,0.0005738059],"genre_scores_gemma":[0.9984785,0.000097071155,0.00036397157,0.000007086009,0.0000012722301,0.000007702228,0.00012257925,0.000003698376,0.00091811345],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99988186,0.000010233721,0.0000112931575,0.000033638767,0.00003813288,0.000024792178],"domain_scores_gemma":[0.9998976,0.000017990988,0.000029592053,0.0000046608607,0.000030537987,0.00001970579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011602983,0.00015689316,0.0001298955,0.00137789,0.0004264647,0.00032238517,0.00014023519,0.00019081935,0.00085384067],"category_scores_gemma":[0.00016075736,0.00011211228,0.00015189407,0.0005799038,0.00026862958,0.00012284677,0.00018848485,0.00014456199,0.00018347046],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027083664,0.00008788888,0.081424266,0.00026150042,0.000033645643,0.00096408837,0.0017844255,0.00065246545,0.9041956,0.00013873965,0.00013605253,0.0100504495],"study_design_scores_gemma":[0.000014304134,0.00045678054,0.7529463,0.0000346051,0.000050078736,0.0013857936,0.0046486715,0.0013437459,0.234389,0.00011090107,0.0045868033,0.000032997057],"about_ca_topic_score_codex":0.00874624,"about_ca_topic_score_gemma":0.029812342,"teacher_disagreement_score":0.00874624,"about_ca_system_score_codex":0.00035052813,"about_ca_system_score_gemma":0.0002510192,"threshold_uncertainty_score":0.017390668},"labels":[],"label_agreement":null},{"id":"W4396902296","doi":"10.4236/jmmce.2024.123013","title":"Detection of Partial and Extended Blockages: A Case Study of Edible Oil Pipeline System","year":2024,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pipeline (software); Petroleum engineering; Edible oil; Environmental science; Computer science; Food science; Chemistry; Geology","score_opus":0.007834449753316292,"score_gpt":0.2167260652173783,"score_spread":0.208891615464062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396902296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96189153,0.00014585783,0.035231836,0.0001680497,0.000016196322,0.00014469834,0.00021677218,0.00020564426,0.0019793485],"genre_scores_gemma":[0.9872584,0.00008817502,0.011431985,0.000009892444,0.000002624048,0.000025330912,0.000074823816,0.000010615978,0.0010981509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","domain_scores_codex":[0.9996214,0.00008458696,0.000025961392,0.000065301676,0.00014669035,0.00005598219],"domain_scores_gemma":[0.9989182,0.0005951941,0.00012267359,0.00010173927,0.00018316579,0.00007914709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689456,0.00046882787,0.00045826504,0.0005157553,0.00073566363,0.0006764657,0.00069438457,0.0011197969,0.0008898706],"category_scores_gemma":[0.00133289,0.00023525668,0.0004445168,0.000374155,0.0006532139,0.0008353852,0.00061117864,0.00049191405,0.00013240761],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082184107,0.00052100833,0.07600099,0.00055075594,0.00009189128,0.017133668,0.0021304365,0.7895061,0.055843636,0.0046912674,0.0015124384,0.051196005],"study_design_scores_gemma":[0.000042577576,0.0005232591,0.014216403,0.000037279046,0.000047553836,0.0012998995,0.001496624,0.9340651,0.043913674,0.0011700329,0.0031227192,0.000064893706],"about_ca_topic_score_codex":0.009263916,"about_ca_topic_score_gemma":0.013488235,"teacher_disagreement_score":0.009263916,"about_ca_system_score_codex":0.0006800674,"about_ca_system_score_gemma":0.0008171545,"threshold_uncertainty_score":0.018419981},"labels":[],"label_agreement":null},{"id":"W4402196065","doi":"10.4236/jmmce.2024.125017","title":"Ceramic Properties of Three Specimens of Alluvial Clays Used in Local Constructions from Mbouda Clay Deposit, West Cameroon","year":2024,"lang":"en","type":"article","venue":"Journal of Minerals and Materials Characterization and Engineering","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alluvium; Geology; Ceramic; Clay minerals; Geochemistry; Mineralogy; Materials science; Metallurgy; Geomorphology","score_opus":0.02011060968506534,"score_gpt":0.202122748501317,"score_spread":0.18201213881625167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402196065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992298,0.00010071742,0.00009665231,0.000007068088,0.0000032898074,0.000010702287,0.0001705604,0.0000021103476,0.00037909465],"genre_scores_gemma":[0.9985884,0.00009266115,0.00027838442,0.000011738756,0.0000031219827,0.000013485403,0.00018573429,0.0000039172514,0.00082257803],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998925,0.000010701544,0.000009042457,0.00003258106,0.00003241383,0.00002269474],"domain_scores_gemma":[0.99981326,0.000025990532,0.000040036575,0.000010095664,0.00007943808,0.000031222888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016523126,0.00052304106,0.00023266155,0.0013879647,0.00090784417,0.00050714565,0.00021335411,0.00028415903,0.0014947718],"category_scores_gemma":[0.0003151255,0.0002545478,0.00020871486,0.0011705959,0.0005749355,0.0001745044,0.0002786745,0.00019498204,0.00027868117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008906523,0.00017934598,0.6218755,0.0002888793,0.00005982725,0.0030717482,0.0069194767,0.0004800133,0.34750837,0.00019131777,0.00024053745,0.018294336],"study_design_scores_gemma":[0.0000055699816,0.00023332724,0.98455185,0.000021178043,0.00003103343,0.00091912196,0.0038146644,0.00015196044,0.009039171,0.000025006386,0.0011962258,0.000010837956],"about_ca_topic_score_codex":0.01502437,"about_ca_topic_score_gemma":0.054574165,"teacher_disagreement_score":0.01502437,"about_ca_system_score_codex":0.0004013829,"about_ca_system_score_gemma":0.00020618053,"threshold_uncertainty_score":0.029873848},"labels":[],"label_agreement":null}]}