{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009358748,0.0002748989,0.0002720963,0.0002357679,0.00231498,0.0006235935,0.0005115215,0.0001206333,0.004541558],"category_scores_gemma":[0.0001466445,0.0002649876,0.0002075729,0.0001926273,0.00947621,0.001289125,0.0001059557,0.0006446427,0.0006448135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568619,"about_ca_system_score_gemma":0.0003528619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006932843,"about_ca_topic_score_gemma":0.0065201,"domain_scores_codex":[0.9980965,0.00007676911,0.0002982822,0.0006166368,0.0003549641,0.000556907],"domain_scores_gemma":[0.9984257,0.00004652767,0.000166465,0.0004074713,0.0006991756,0.0002546492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001762702,0.0003064244,0.0002354657,0.0001259322,0.00004200091,0.00003715535,0.04816795,8.500554e-7,0.01010095,0.9299959,0.008062774,0.002906948],"study_design_scores_gemma":[0.0001944246,0.0001775108,0.001212112,0.0001418707,0.00009724781,0.00003775033,0.009271502,0.00004993131,0.009623567,0.4024542,0.5762439,0.0004960044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.111832,0.006471222,0.00007892653,0.02369121,0.00355962,0.000677034,0.000156402,0.0001717905,0.8533618],"genre_scores_gemma":[0.8794214,0.0001673355,0.001444366,0.000264262,0.001958747,0.00009169261,0.000004810172,0.00002735531,0.11662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7675894,"threshold_uncertainty_score":0.9999802,"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."}}