{"id":"W2118233868","doi":"10.7202/008440ar","title":"Lumières et profondeur épistémique","year":2004,"lang":"fr","type":"article","venue":"Protée","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004268178,0.0001532372,0.0001944376,0.00003121889,0.0004800462,0.00004330696,0.0002009136,0.0001257993,0.0004043926],"category_scores_gemma":[0.0001520979,0.0001389222,0.00009979973,0.0003937322,0.0005316242,0.0003448342,0.00007114221,0.0002469831,0.000940966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929573,"about_ca_system_score_gemma":0.0002453999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443818,"about_ca_topic_score_gemma":0.0009092266,"domain_scores_codex":[0.9985899,0.0002306657,0.0002059751,0.0002747829,0.0002804752,0.000418216],"domain_scores_gemma":[0.9995284,0.00005383829,0.00006661475,0.0001266035,0.00007695376,0.0001475543],"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":[0.000009856707,0.000254285,0.001151424,0.00009772866,0.00002902212,0.0000303553,0.06976369,0.000008616319,0.00002968165,0.9077976,0.008674397,0.01215337],"study_design_scores_gemma":[0.000209261,0.0001067941,0.0007612277,0.00009373145,0.00001271893,0.000002164111,0.0004395153,0.000001427597,0.00008161508,0.05831453,0.9397965,0.0001804974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03496522,0.03452641,0.0007871345,0.2216611,0.004265342,0.001581793,0.00003441651,0.000242029,0.7019366],"genre_scores_gemma":[0.4875887,0.001361812,0.003013152,0.003098537,0.001653766,0.0003207212,0.000004993612,0.00002702111,0.5029313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9311221,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751319875581866,"score_gpt":0.3034771929868769,"score_spread":0.2759639942310582,"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."}}