{"id":"W2057040657","doi":"10.3166/ria.25.445-472","title":"Intelligence artificielle, ontologies et connaissances en médecine Les limites de la mécanisation de la pensée","year":2011,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01606203,0.000624401,0.001180406,0.002696447,0.001891977,0.01499392,0.001519937,0.004002634,0.009013479],"category_scores_gemma":[0.04034178,0.0004011566,0.0007847939,0.003461596,0.01151285,0.01069169,0.003527246,0.004527675,0.001003608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004410211,"about_ca_system_score_gemma":0.003489542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007270221,"about_ca_topic_score_gemma":0.00395361,"domain_scores_codex":[0.9884142,0.006705923,0.0006933127,0.001021253,0.002813055,0.0003522805],"domain_scores_gemma":[0.963957,0.02968128,0.001269507,0.001914128,0.002492166,0.0006859846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008077055,0.00005836913,0.002844956,0.0007575191,0.00007576664,0.0001805668,0.00247154,0.008245478,0.00102699,0.7976344,0.01529224,0.1713315],"study_design_scores_gemma":[0.00002582399,0.00003640721,0.002381158,0.0006472959,0.00003055582,0.0003443439,0.001674467,0.01571802,0.0006002733,0.8561522,0.1223421,0.00004740989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06040353,0.1025419,0.3355609,0.3120899,0.00260704,0.000169781,0.0007189369,0.0006009046,0.1853071],"genre_scores_gemma":[0.7509669,0.04200674,0.1595549,0.01435959,0.003402116,0.0003123489,0.000524979,0.0001972592,0.0286752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01606203,"threshold_uncertainty_score":0.0849452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07135101080285823,"score_gpt":0.3296922694418722,"score_spread":0.258341258639014,"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."}}