{"id":"W4405073860","doi":"10.46747/cfp.701112759","title":"Démonter pour mieux reconstruire","year":2024,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Medicine; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000275604,0.0002742672,0.0002856997,0.0002133511,0.0007689028,0.000218728,0.0003201182,0.000185041,0.0002034553],"category_scores_gemma":[0.00002404579,0.0003184776,0.0002330181,0.0008152692,0.0008205287,0.0004144333,0.0000257965,0.0003200138,0.005220125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009613545,"about_ca_system_score_gemma":0.003091512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2938669,"about_ca_topic_score_gemma":0.4520155,"domain_scores_codex":[0.9978415,0.0001738976,0.0002696439,0.0005129579,0.0002406209,0.0009613691],"domain_scores_gemma":[0.9986106,0.0001343027,0.00003447056,0.0002759146,0.0001347197,0.0008100193],"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":[8.423528e-7,0.00002543143,0.000098942,0.00007850678,0.0001028121,0.0000365403,0.01120029,9.341366e-7,0.00001003685,0.07058246,0.7506225,0.1672408],"study_design_scores_gemma":[0.00005646246,0.00001986042,0.00166076,0.0003191242,0.00006828415,6.480632e-7,0.04100785,0.00007357309,0.000004440565,0.01309359,0.9433565,0.0003388896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02005916,0.2135889,0.000005444288,0.07332499,0.01585842,0.0001994195,0.0003169847,0.00007377379,0.6765729],"genre_scores_gemma":[0.6047506,0.00466513,0.0001381338,0.1255394,0.01152766,0.00005650138,0.00004795919,0.00008247072,0.2531922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5846914,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105228950846199,"score_gpt":0.289882340255897,"score_spread":0.248830050747435,"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."}}