{"id":"W4255626644","doi":"10.3917/infle.010.0009","title":"Introduction","year":2009,"lang":"en","type":"article","venue":"Inflexions","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008954293,0.00005597694,0.00005272111,0.00008201372,0.00007667762,0.00002001164,0.00006981836,0.00002766336,0.0007782489],"category_scores_gemma":[0.00008850054,0.000054823,0.0000289047,0.0002804476,0.00002458448,0.0001565223,0.000007057274,0.00008141121,0.02485032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004826838,"about_ca_system_score_gemma":0.00001761796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005282308,"about_ca_topic_score_gemma":0.0000043466,"domain_scores_codex":[0.9995147,0.00001899814,0.00009512813,0.0001246492,0.000103793,0.0001427435],"domain_scores_gemma":[0.9996216,0.000007616186,0.00002619196,0.0002520654,0.00004109005,0.00005147861],"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":[0.00003825915,0.0001253042,0.0001584868,7.686461e-7,0.000008884183,0.000003940777,0.0002043998,0.0003915467,0.1368752,0.2102349,0.6368668,0.01509145],"study_design_scores_gemma":[0.0001958686,0.00008907976,0.02725826,0.000002861276,0.00001101691,0.00002660367,0.00002216315,0.00006948548,0.008955901,0.02374812,0.9394948,0.0001258697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186327,0.000145355,0.001268302,0.07735366,0.001130435,0.00037202,0.00003770561,0.002389962,0.2986698],"genre_scores_gemma":[0.9951187,0.000001354227,0.0009982188,0.0005250784,0.001236014,0.000003657505,0.00001594023,0.00001193659,0.002089115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764859,"threshold_uncertainty_score":0.9759089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385013125104039,"score_gpt":0.2857933240049134,"score_spread":0.271943192753873,"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."}}