{"id":"W4388709526","doi":"10.7202/1106653ar","title":"Prix de l’AAUC 2022","year":2023,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006472189,0.001270484,0.001405434,0.001454549,0.007037319,0.01429417,0.001692501,0.02533463,0.06800599],"category_scores_gemma":[0.0203015,0.0006225416,0.001459342,0.0006292139,0.004022492,0.004014495,0.005147737,0.021748,0.03376791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006573189,"about_ca_system_score_gemma":0.01382079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236285,"about_ca_topic_score_gemma":0.03174928,"domain_scores_codex":[0.9915793,0.00137034,0.0004018995,0.0007440514,0.003881303,0.002023191],"domain_scores_gemma":[0.9943363,0.001041657,0.0003048599,0.0004164742,0.002079941,0.001820785],"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":[0.00007441093,0.00005498399,0.0001982525,0.000122565,0.00001043122,0.000311381,0.000206486,0.00005480212,0.0003182394,0.04323522,0.9400649,0.01534828],"study_design_scores_gemma":[0.000009749662,0.000007703966,0.0002180622,0.00008724481,0.000002277609,0.0000878363,0.00008016791,0.00002400155,0.00008208156,0.001525389,0.9978659,0.000009635542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001588642,0.03172734,0.0007494839,0.3691075,0.4025104,0.0001231533,0.0005004774,0.0003555458,0.1933374],"genre_scores_gemma":[0.01590776,0.005294696,0.001296743,0.1864548,0.05476965,0.000223106,0.0002560696,0.0003612185,0.735436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06800599,"threshold_uncertainty_score":0.2275026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654752729309935,"score_gpt":0.3564438263436556,"score_spread":0.3098962990505562,"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."}}