{"id":"W6937051047","doi":"10.58079/tn6a","title":"Les LéA au CRIFPE 2021 - Montréal","year":2021,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Context (archaeology); Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404196,0.0005255661,0.0002874043,0.001287675,0.003302666,0.004332265,0.001243238,0.001632538,0.08633751],"category_scores_gemma":[0.002457107,0.000293581,0.0005537407,0.001253734,0.000688365,0.0009020276,0.002183749,0.001897655,0.01242889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0280867,"about_ca_system_score_gemma":0.05759287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8619666,"about_ca_topic_score_gemma":0.9056829,"domain_scores_codex":[0.9985073,0.0001265356,0.00003510774,0.0001681299,0.000558326,0.0006044818],"domain_scores_gemma":[0.9979962,0.00007685572,0.00007276109,0.00005417293,0.0009534317,0.0008465711],"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":[0.0006255232,0.0002499758,0.01993401,0.000683137,0.00004913884,0.001521233,0.002040002,0.001606203,0.003851045,0.06628661,0.7144807,0.1886724],"study_design_scores_gemma":[0.00002203191,0.00004134341,0.01863283,0.00008499411,0.000004556139,0.00006270534,0.0004855314,0.0002032128,0.0005232973,0.0004027353,0.9795227,0.00001405235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04203505,0.008246154,0.003124736,0.02560256,0.005054188,0.0009821834,0.02328683,0.00087795,0.8907903],"genre_scores_gemma":[0.06693228,0.00167117,0.001939735,0.0026836,0.000158652,0.0002834526,0.00449943,0.0001255021,0.9217063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1380334,"threshold_uncertainty_score":0.2888277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207779240479718,"score_gpt":0.3788930529619779,"score_spread":0.2581151289140061,"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."}}