{"id":"W7012556758","doi":"","title":"Farina_Montréal","year":2014,"lang":"fr","type":"other","venue":"AMS Campus - AlmaDL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007422368,0.001825806,0.001832505,0.0006348141,0.000302359,0.0002178821,0.001539441,0.002122555,0.1006811],"category_scores_gemma":[0.0004391803,0.001934943,0.0007759381,0.0006939877,0.001096562,0.0001768863,0.0005906544,0.001624192,0.5745205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100363,"about_ca_system_score_gemma":0.0003596903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006042726,"about_ca_topic_score_gemma":0.006621416,"domain_scores_codex":[0.9931172,0.0006715898,0.00100909,0.001946681,0.001085968,0.002169489],"domain_scores_gemma":[0.9946792,0.0003143004,0.00119442,0.002787418,0.0002026397,0.000822091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117269,0.0005392972,0.006048822,0.0003768804,0.001183462,0.0005577572,0.0006158059,0.0001225265,0.001108543,0.0541148,0.8168626,0.1183577],"study_design_scores_gemma":[0.001801217,0.000307054,0.005723018,0.0006813582,0.0006809445,0.0003298498,0.00006744397,0.0006546085,0.0001313218,0.001216404,0.9863436,0.002063234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003525158,0.01680625,0.001031548,0.0006030909,0.00777176,0.001401903,0.0004131857,0.0009086874,0.9675384],"genre_scores_gemma":[0.02602576,0.0002982764,0.0019333,0.0009098144,0.005099871,0.0001401877,0.00043242,0.00429029,0.9608701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4738394,"threshold_uncertainty_score":0.9994487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006131715628079848,"score_gpt":0.2182018974121924,"score_spread":0.2120701817841125,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}