{"meta":{"query_hash":"d957eff038e2","filters":{"topic":"Diverse Industrial Engineering Technologies"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/d957eff038e2","api":"https://metacan.xera.ac/api/v1/cohort?topic=Diverse+Industrial+Engineering+Technologies"},"results":[{"id":"W2943444422","doi":"10.1088/1742-6596/1210/1/012068","title":"Assessment of operating modes of hybrid electromagnetic elements in the inductive-capacitive converters","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","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":"Cytodiagnostics (Canada)","funders":"","keywords":"Design for manufacturability; Capacitive sensing; Converters; Electronic engineering; Reliability (semiconductor); Voltage; Engineering; Electrical engineering; Topology (electrical circuits); Power (physics); Physics","score_opus":0.020790327966767407,"score_gpt":0.23335350511087524,"score_spread":0.21256317714410783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943444422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949947,0.000014844124,0.0034495878,0.00003445328,0.00013572829,0.00012980429,0.000010090408,0.00001552225,0.0012152768],"genre_scores_gemma":[0.99763304,0.000044489367,0.0022775827,0.0000032381674,0.000022510458,0.0000029693158,9.703037e-7,0.000009105303,0.0000060980637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912596,0.000031791205,0.00039886395,0.000060999602,0.00024375664,0.00013860632],"domain_scores_gemma":[0.9994127,0.00006140068,0.0002028067,0.00013833928,0.00017158336,0.000013179233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000210931,0.0001177599,0.00031773315,0.000092279945,0.000010061099,0.000022187874,0.00032577466,0.000033097236,0.000017425546],"category_scores_gemma":[0.000038601538,0.00009211078,0.00005525397,0.00016552687,0.000086612126,0.00039720346,0.000030041692,0.0003545849,6.166794e-7],"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":[0.000022740343,0.00008889565,0.004838717,0.00016844679,0.00023652926,0.000011341048,0.001511989,0.059840795,0.8626618,0.05442496,0.000045107456,0.016148694],"study_design_scores_gemma":[0.000850252,0.0011598035,0.0054814494,0.0003556527,0.00003737679,0.000015325932,0.008538698,0.023295475,0.95598006,0.0040856567,0.00001809234,0.00018213157],"about_ca_topic_score_codex":0.0000081475055,"about_ca_topic_score_gemma":7.2829937e-7,"teacher_disagreement_score":0.093318306,"about_ca_system_score_codex":0.000051506537,"about_ca_system_score_gemma":0.0000836695,"threshold_uncertainty_score":0.37561685},"labels":[],"label_agreement":null},{"id":"W2966341675","doi":"10.1130/abs/2019am-333663","title":"TEXTURAL ANALYSES OF ALKALI FELDSPAR AND QUARTZ IN FELSIC MELTS AT HIGH TEMPERATURE","year":2019,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Felsic; Quartz; Feldspar; Alkali metal; Alkali feldspar; Geology; Geochemistry; Mineralogy; Materials science; Chemistry; Metallurgy; Mafic","score_opus":0.021341564906651855,"score_gpt":0.2379727996565412,"score_spread":0.21663123474988935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966341675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984151,0.00034387835,0.000016129854,0.00024032602,0.00005412302,0.00036015955,0.0000083592995,0.00034568846,0.00021622275],"genre_scores_gemma":[0.9877561,0.00016466454,0.011928836,0.000025415831,0.000015874946,0.000018167322,0.000023314897,0.000017685823,0.00004996013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987424,0.000014361736,0.00035799536,0.00027246808,0.0002369607,0.00037580126],"domain_scores_gemma":[0.99938524,0.0001096167,0.00013543764,0.00025490127,0.000050096012,0.0000647188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106060994,0.0002549395,0.00056899845,0.000047603877,0.000024457826,0.000017423057,0.00022507148,0.00037246273,0.00005301854],"category_scores_gemma":[0.000032321346,0.0001839012,0.0001112667,0.0004923743,0.0004954439,0.00011958582,0.000106874366,0.00044950124,0.000009138821],"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":[0.00035338878,0.00078711787,0.11130674,0.0012194695,0.001557697,0.00007121714,0.0016276087,0.6479733,0.099548526,0.00017070207,0.0039522126,0.13143201],"study_design_scores_gemma":[0.010086252,0.0101471,0.7545042,0.001560984,0.0004595335,0.000100421465,0.012177821,0.023346767,0.16594045,0.0007690878,0.017195523,0.0037118262],"about_ca_topic_score_codex":0.0004909683,"about_ca_topic_score_gemma":0.000008821929,"teacher_disagreement_score":0.6431975,"about_ca_system_score_codex":0.000052212374,"about_ca_system_score_gemma":0.0000126113755,"threshold_uncertainty_score":0.74992734},"labels":[],"label_agreement":null},{"id":"W3206524138","doi":"10.1109/icps.2011.5890883","title":"Influence of reactors on input harmonics of variable frequency drives","year":2011,"lang":"en","type":"article","venue":"","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Harmonics; Power (physics); Electrical impedance; Line (geometry); Power factor; Computer science; Variable (mathematics); Automotive engineering; Electrical engineering; Control theory (sociology); Engineering; Voltage; Electronic engineering; Control (management); Mathematics; Physics","score_opus":0.02749952549641811,"score_gpt":0.18877362079340176,"score_spread":0.16127409529698367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206524138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712757,0.000025602834,0.0008518548,0.0000031969962,0.00011060148,0.00007325874,0.000009772871,0.0006124837,0.027037546],"genre_scores_gemma":[0.9874206,0.000043075746,0.012477622,0.0000027678186,0.000005349299,0.0000036292024,6.7406626e-7,0.000015096072,0.000031157182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945927,0.0000035740336,0.00021546743,0.00008502252,0.0001012366,0.00013542242],"domain_scores_gemma":[0.99954987,0.00003697278,0.00003844803,0.00030916452,0.000041522337,0.000024037223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000649766,0.00010584677,0.00016904924,0.00014304118,0.0000058606643,0.000002256675,0.0002761238,0.00014309582,0.00006991346],"category_scores_gemma":[0.00016759335,0.00009930326,0.000027841126,0.00024396258,0.00005976693,0.000117593976,0.000040212577,0.00015045836,0.000012752104],"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":[0.000016349642,0.000110440786,0.006096086,0.00018564935,0.00019568106,0.000008340622,0.0006397983,0.47711992,0.27827194,0.23444709,0.0008663831,0.0020423196],"study_design_scores_gemma":[0.00026185057,0.00017992275,0.0068451953,0.00013973976,0.00001988099,0.0000010226397,0.0001029581,0.0016759424,0.986648,0.0035077573,0.00039021886,0.00022750748],"about_ca_topic_score_codex":0.00018228394,"about_ca_topic_score_gemma":9.0182556e-7,"teacher_disagreement_score":0.70837605,"about_ca_system_score_codex":0.000027427286,"about_ca_system_score_gemma":0.000015372263,"threshold_uncertainty_score":0.40494692},"labels":[],"label_agreement":null},{"id":"W4211030247","doi":"10.1002/ces2.10121","title":"Refractories from fire to fire","year":2022,"lang":"en","type":"article","venue":"International Journal of Ceramic Engineering & Science","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","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":"Polytechnique Montréal","funders":"","keywords":"Crucible (geodemography); Architectural engineering; Fire safety; Business; Engineering; Forensic engineering; Construction engineering; Risk analysis (engineering); Sociology","score_opus":0.011698620076819703,"score_gpt":0.22967762130840602,"score_spread":0.2179790012315863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211030247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822546,0.00023437977,0.0067358543,0.0005384951,0.009500421,0.000061952815,0.000059609112,0.00035035907,0.0002643274],"genre_scores_gemma":[0.9954123,0.000030929776,0.0041402923,0.000038171667,0.00031160592,0.000005964094,0.0000020977534,0.000022313741,0.00003633845],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982736,0.0000049733926,0.00033870345,0.0001407637,0.0010011508,0.00024081283],"domain_scores_gemma":[0.9993625,0.00008191028,0.00007217247,0.00018229615,0.000194423,0.00010667817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248285,0.00014067175,0.00016651952,0.00039234763,0.000069337235,0.00012673276,0.0017872662,0.000028855791,0.00011209685],"category_scores_gemma":[0.00045264803,0.00015153878,0.000066483895,0.00061378744,0.000055876662,0.0004532963,0.00032825617,0.00050566276,0.00001148926],"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":[0.000010129709,0.000011740566,0.000099711935,0.000002018418,0.00004785356,0.000080210455,0.00023202918,0.9635957,0.0226811,0.00027499264,0.0014128652,0.011551665],"study_design_scores_gemma":[0.0014075912,0.0003802499,0.008698808,0.00028343193,0.00004434778,0.0005088257,0.0011712151,0.61924326,0.059501566,0.0005523768,0.30701306,0.0011952757],"about_ca_topic_score_codex":0.000022258606,"about_ca_topic_score_gemma":3.7082583e-7,"teacher_disagreement_score":0.34435242,"about_ca_system_score_codex":0.0008638519,"about_ca_system_score_gemma":0.0000976857,"threshold_uncertainty_score":0.61795723},"labels":[],"label_agreement":null},{"id":"W4389358020","doi":"10.1130/abs/2023am-395326","title":"FLUID-FLUXED MELTING OCCURS ON A REGIONAL SCALE IN THE GRENVILLE PROVINCE","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scale (ratio); Geology; Geochemistry; Earth science; Geography","score_opus":0.03283841771434227,"score_gpt":0.2334845697942932,"score_spread":0.20064615207995093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389358020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366564,0.000053540796,0.00016533438,0.0023288482,0.00006334365,0.00064259366,0.0000055008495,0.0014912549,0.0015839225],"genre_scores_gemma":[0.9913141,0.00010017245,0.008178002,0.00016980297,0.000043293832,0.000117508614,0.000022476694,0.000022520619,0.00003212794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984172,0.000024434083,0.0003142692,0.0002819448,0.0004106329,0.0005514941],"domain_scores_gemma":[0.99925935,0.00025167255,0.00009275374,0.0003133991,0.00003155898,0.000051264138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033883762,0.00024109664,0.00030433093,0.000053268417,0.0000742539,0.000032709024,0.0005084505,0.00024279098,0.000014256852],"category_scores_gemma":[0.000082763065,0.00015480684,0.00013536157,0.000994729,0.0005729688,0.00006877331,0.000079117475,0.00062182907,0.000047474736],"study_design_candidate":"simulation_or_modeling","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":[0.000084775296,0.0005414188,0.008404643,0.00020249984,0.00022652729,0.00010806514,0.0018959959,0.72539204,0.0009960091,0.00023398588,0.033107318,0.22880672],"study_design_scores_gemma":[0.006811091,0.008942159,0.33706304,0.0016788562,0.00019062168,0.000113601745,0.04803413,0.19313057,0.0053570606,0.0017515491,0.39312246,0.0038048776],"about_ca_topic_score_codex":0.00014654278,"about_ca_topic_score_gemma":0.0000056019103,"teacher_disagreement_score":0.5322615,"about_ca_system_score_codex":0.00005611447,"about_ca_system_score_gemma":0.000026525733,"threshold_uncertainty_score":0.631284},"labels":[],"label_agreement":null},{"id":"W4400654567","doi":"10.1134/s1027451024700228","title":"Impact Mill","year":2024,"lang":"en","type":"article","venue":"Journal of Surface Investigation X-ray Synchrotron and Neutron Techniques","topic":"Diverse Industrial Engineering Technologies","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":"Russian Academy of Sciences","keywords":"Pulp and paper industry; Engineering","score_opus":0.015295743715735654,"score_gpt":0.24373051292446446,"score_spread":0.2284347692087288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400654567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109113,0.0036896989,0.0021917426,0.00043228478,0.00045849773,0.0001661473,0.000010979663,0.0017284758,0.00023102322],"genre_scores_gemma":[0.98640525,0.0013082761,0.012043987,0.000014431832,0.000139203,0.0000035132762,0.0000017097948,0.000041374773,0.000042268264],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990383,0.000023150127,0.0004051391,0.00012182604,0.00020925081,0.00020233492],"domain_scores_gemma":[0.9995209,0.000076552955,0.00007175432,0.00013799344,0.00007226386,0.00012051468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003681509,0.00021170134,0.00026904693,0.0003226681,0.000030261912,0.0001425229,0.00017615288,0.00020328234,0.00002566705],"category_scores_gemma":[0.000053194086,0.00017560278,0.00011095794,0.00029888138,0.00011665082,0.00057162147,0.000030759536,0.0005480369,0.000007452792],"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":[0.00002077975,0.000018751827,0.001026946,0.0002809341,0.00026842524,0.00009024682,0.00029995482,0.04647163,0.8846944,0.0013114103,0.033422977,0.03209356],"study_design_scores_gemma":[0.0005214763,0.0012111489,0.0050119814,0.0018123545,0.00016420329,0.00030078934,0.00019912866,0.036813784,0.8944301,0.0033112327,0.05535793,0.00086583983],"about_ca_topic_score_codex":0.000009972007,"about_ca_topic_score_gemma":4.3305627e-7,"teacher_disagreement_score":0.031227719,"about_ca_system_score_codex":0.00019075001,"about_ca_system_score_gemma":0.000059774047,"threshold_uncertainty_score":0.71608734},"labels":[],"label_agreement":null},{"id":"W4406668942","doi":"10.35211/19943520_2024_4_36","title":"The formation of an energy-efficient quarter of the university campus as part of the reconstruction of the depressed production area of the Krasny Oktyabr metallurgical plant in Volgograd","year":2024,"lang":"ru","type":"article","venue":"Социология города","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","cited_by":1,"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":"Quarter (Canadian coin); Production (economics); Engineering; Metallurgy; Forensic engineering; Engineering physics; Archaeology; Materials science; History; Economics","score_opus":0.011149652698342569,"score_gpt":0.1707720209989584,"score_spread":0.15962236830061585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406668942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938687,0.00043008127,0.00034812064,0.0007558473,0.0032406019,0.0006600735,0.00014705797,0.00007098864,0.00047850522],"genre_scores_gemma":[0.9996395,0.000116730225,0.000036412686,0.0000017404474,0.000045567893,0.0000062997638,0.0000029487057,0.000017426228,0.00013337884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980298,0.00026524952,0.00069459353,0.00023885256,0.00053380424,0.00023769378],"domain_scores_gemma":[0.9980193,0.00020871684,0.00047425766,0.001125942,0.00014951213,0.000022302287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060601684,0.00023288658,0.00035645592,0.00015040176,0.0001284938,0.000017987375,0.0010490242,0.00027936918,0.000016784648],"category_scores_gemma":[0.0004040052,0.00011618156,0.000317599,0.0014101212,0.00071397604,0.00018343209,0.0003128202,0.00050435314,7.6095193e-7],"study_design_candidate":"simulation_or_modeling","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":[0.00019603943,0.00023294178,0.00071682147,0.000701935,0.00043078038,0.000001858139,0.0034397598,0.94234854,0.023444168,0.017349824,0.0007633557,0.010373953],"study_design_scores_gemma":[0.001041837,0.00019316342,0.008579769,0.0030114737,0.00069499086,0.00007599607,0.01000675,0.328657,0.6405026,0.001105494,0.0057615433,0.0003694198],"about_ca_topic_score_codex":0.0004696275,"about_ca_topic_score_gemma":0.00024755488,"teacher_disagreement_score":0.6170584,"about_ca_system_score_codex":0.00017794713,"about_ca_system_score_gemma":0.00016024685,"threshold_uncertainty_score":0.47377464},"labels":[],"label_agreement":null},{"id":"W6913097180","doi":"10.5281/zenodo.7970524","title":"Comparison of the current formation depth with account for the skin effect with rotor aluminum and copper winding","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Industrial Engineering Technologies","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":"Skin effect; Copper; Rotor (electric); Aluminium","score_opus":0.04196177405782137,"score_gpt":0.25622192897483403,"score_spread":0.21426015491701267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913097180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532086,0.00030769184,0.028417634,0.00083713996,0.0005224701,0.00498256,0.00026527513,0.0052900547,0.0061685545],"genre_scores_gemma":[0.9994557,0.000025724159,0.00007956645,0.0000021705919,0.000034100496,6.0355745e-7,0.0000646226,0.0003181513,0.0000193717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933445,0.000033744698,0.00012250523,0.000112588874,0.00020819592,0.0001884887],"domain_scores_gemma":[0.9995256,0.000067163244,0.00004806726,0.00024019771,0.0000926138,0.00002633695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167067,0.00010080917,0.00011179166,0.00010736716,0.0005313078,0.00018358295,0.0004458299,0.000034879344,0.000031806925],"category_scores_gemma":[0.00018425888,0.000060116163,0.00002059833,0.000493846,0.00010608007,0.00013666513,0.0002832068,0.0002045236,0.00007389771],"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":[0.00027641476,0.00005487347,0.00046574816,0.0009067399,0.00025852633,0.000002173987,0.0032870083,0.16059646,0.0042469953,0.0021863184,0.18797556,0.6397432],"study_design_scores_gemma":[0.0014782144,0.0006221667,0.0051369094,0.00027853347,0.00007894283,0.000024505407,0.0010861539,0.12709002,0.020230882,0.000019254872,0.84368473,0.0002696729],"about_ca_topic_score_codex":0.0000023575656,"about_ca_topic_score_gemma":6.9739724e-7,"teacher_disagreement_score":0.6557092,"about_ca_system_score_codex":0.00007187486,"about_ca_system_score_gemma":0.0000017091712,"threshold_uncertainty_score":0.4086444},"labels":[],"label_agreement":null},{"id":"W6959827295","doi":"10.13140/rg.2.2.32952.62728","title":"Social Psychiatry Perspectives - Di Nicola &amp; Marussi - CPA Toronto - 29.10.2022","year":2022,"lang":"it","type":"article","venue":"","topic":"Diverse Industrial Engineering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Social psychiatry; Social research; MEDLINE","score_opus":0.021175630885933047,"score_gpt":0.24426097797501087,"score_spread":0.22308534708907782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959827295","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120096765,0.029808523,0.004065843,0.022217298,0.033421107,0.003831226,0.0020952427,0.025742583,0.7587214],"genre_scores_gemma":[0.901158,0.00043157768,0.003771489,0.000079754536,0.0022128911,0.0003998567,0.00009917533,0.00034944672,0.09149783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967183,0.0001008179,0.0005705145,0.00078624807,0.0008077553,0.0010163588],"domain_scores_gemma":[0.9987477,0.00008246815,0.0001288782,0.0008377391,0.000057903413,0.00014529678],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040543728,0.00067555805,0.0006415716,0.00023844872,0.0008292649,0.00021009232,0.0013439042,0.00040596098,0.059140846],"category_scores_gemma":[0.00015597134,0.00082209415,0.0004234797,0.0006958041,0.00015367522,0.00045424775,0.001463252,0.0015855705,0.0005193987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017254922,0.000572942,0.00033836524,0.00012447196,0.0010576544,0.000042540065,0.004030002,0.040607076,0.0006253908,0.20301114,0.7439074,0.005510496],"study_design_scores_gemma":[0.0019434955,0.00034071543,0.0009014439,0.000034212684,0.00022951212,0.000032149557,0.056173205,0.0046438645,0.00007211031,0.001091103,0.93280816,0.0017300234],"about_ca_topic_score_codex":0.001193517,"about_ca_topic_score_gemma":0.00035272093,"teacher_disagreement_score":0.78106123,"about_ca_system_score_codex":0.0030517771,"about_ca_system_score_gemma":0.00022184296,"threshold_uncertainty_score":0.99942297},"labels":[],"label_agreement":null}]}