{"id":"W2325209949","doi":"10.3917/caph.133.0130","title":"Note de lecture","year":2013,"lang":"fr","type":"article","venue":"Cahiers philosophiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bruyère","funders":"","keywords":"History","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003319341,0.0002805979,0.00034615,0.00006140879,0.001008401,0.0001460664,0.000344401,0.0006662509,0.001734125],"category_scores_gemma":[0.0003761444,0.0002904665,0.0002260431,0.0003848686,0.003479952,0.0004200672,0.00004741236,0.0006043701,0.001092254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647037,"about_ca_system_score_gemma":0.0002412748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159814,"about_ca_topic_score_gemma":0.0007684319,"domain_scores_codex":[0.997887,0.0003787614,0.0002484445,0.0003299458,0.0003362313,0.0008196247],"domain_scores_gemma":[0.9988955,0.0002025325,0.0001097994,0.0001947566,0.0002195799,0.000377886],"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":[0.000003132513,0.00007228256,0.000170943,0.00004361093,0.00008141904,0.00001565866,0.06015078,0.000004880534,0.0001068447,0.6976913,0.2134966,0.02816255],"study_design_scores_gemma":[0.00009513028,0.00005331148,0.0003533906,0.00004296387,0.00003523508,0.000001082594,0.0005137989,0.00002941389,0.0001064369,0.5562752,0.4422539,0.0002400834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01574751,0.1476017,0.000840419,0.2649185,0.003715917,0.0005467128,0.00001899328,0.0002587391,0.5663516],"genre_scores_gemma":[0.9225637,0.01406323,0.001796223,0.01378715,0.01040667,0.00008729793,0.000005324716,0.0000454009,0.03724494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9068162,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720980403407705,"score_gpt":0.2892200812916069,"score_spread":0.2420102772575298,"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."}}