{"id":"W1783297522","doi":"10.3917/spub.138.0227","title":"Taxonomies et typologies: quelques clarifications complémentaires","year":2014,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0239074,0.001827003,0.001927668,0.01540232,0.006012637,0.01440134,0.00337353,0.00278546,0.02677448],"category_scores_gemma":[0.06617197,0.0006111743,0.001911214,0.02349723,0.0164093,0.02903747,0.007478287,0.005227575,0.002279876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024264,"about_ca_system_score_gemma":0.01185833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02783476,"about_ca_topic_score_gemma":0.04218584,"domain_scores_codex":[0.9703381,0.01967936,0.002680614,0.002297321,0.003960243,0.001044362],"domain_scores_gemma":[0.9020721,0.06754157,0.005480388,0.00877115,0.01449721,0.001637524],"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":[0.0001858248,0.0001468966,0.02085412,0.004091835,0.0002060018,0.0006860442,0.1454908,0.0006759616,0.001002181,0.6597212,0.02981577,0.1371235],"study_design_scores_gemma":[0.00005769188,0.00010888,0.0309955,0.00837282,0.0001628036,0.001701778,0.3036198,0.002931481,0.0005965779,0.3441469,0.3071112,0.0001945221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1756632,0.06036248,0.2763229,0.1327123,0.0123697,0.003218307,0.007589511,0.000584653,0.3311769],"genre_scores_gemma":[0.7453801,0.02563951,0.1758835,0.01090327,0.002252731,0.006217824,0.006196661,0.0005113938,0.02701496],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02783476,"threshold_uncertainty_score":0.126436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794520522663528,"score_gpt":0.3697037931446313,"score_spread":0.331758587917996,"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."}}