{"id":"W2058136366","doi":"10.7202/038802ar","title":"L’apport d’une perspective génétique à l’analyse des images scientifiques","year":2010,"lang":"fr","type":"article","venue":"Protée","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":8,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00799509,0.0009124912,0.0005959072,0.00567324,0.007516434,0.01345098,0.001721868,0.003881428,0.007204267],"category_scores_gemma":[0.008921091,0.0004061735,0.000947045,0.002947655,0.03378287,0.01384092,0.004829446,0.004918229,0.0008218913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007839012,"about_ca_system_score_gemma":0.004683005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009320869,"about_ca_topic_score_gemma":0.01434221,"domain_scores_codex":[0.9929194,0.005269046,0.0001410136,0.0005559906,0.0007873256,0.0003272138],"domain_scores_gemma":[0.9855608,0.01162528,0.0007440835,0.0006356256,0.001066123,0.0003681261],"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":[0.00005735009,0.00003471466,0.001988288,0.0003687819,0.00002325867,0.0008600011,0.3142689,0.000343606,0.003507,0.6476728,0.003400258,0.02747495],"study_design_scores_gemma":[0.00001729785,0.00007863768,0.005224793,0.0007999917,0.00003281031,0.002020105,0.288689,0.00075239,0.003056831,0.2832506,0.4159999,0.00007751537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2342523,0.02684367,0.241115,0.1359602,0.002752961,0.0003945948,0.0005130513,0.00025654,0.3579117],"genre_scores_gemma":[0.8868045,0.01023935,0.04467162,0.007868896,0.0005126073,0.0004419254,0.0001833507,0.0002578849,0.0490199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9924836,"threshold_uncertainty_score":0.05687624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062743372588626,"score_gpt":0.2742040665587354,"score_spread":0.2335766328328492,"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."}}