{"id":"W7161636601","doi":"10.3917/lautr.029.0237g","title":"La règle du changement , Claudine Galea , Paris : L’Amourier ; 2003","year":2009,"lang":"fr","type":"article","venue":"L Autre","topic":"French Literature and Critical Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002644015,0.0002920336,0.000290867,0.00006995185,0.0003669873,0.0003974986,0.0001707057,0.0002092635,0.02540364],"category_scores_gemma":[0.00004781344,0.0002594134,0.0001376107,0.0001101261,0.0003770746,0.0002638086,0.00003953004,0.0004182482,0.0009332743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005365644,"about_ca_system_score_gemma":0.00003455483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009213658,"about_ca_topic_score_gemma":0.00005134172,"domain_scores_codex":[0.9984736,0.0001682941,0.0002888889,0.000313409,0.0002234308,0.0005323606],"domain_scores_gemma":[0.9992034,0.00006168259,0.00005533502,0.0002992127,0.0001857945,0.0001946168],"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":[0.0000137109,0.000279333,0.000013094,0.00005206955,0.0000282447,0.00008529166,0.00298033,2.888351e-7,0.000008761363,0.5598202,0.4199487,0.01676997],"study_design_scores_gemma":[0.0003897781,0.0003194235,0.000252331,0.0002487169,0.0001110112,0.00001625913,0.0007800321,0.00007947878,0.0000990295,0.03201021,0.9653667,0.0003270487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001630586,0.09035219,0.00003911882,0.03831987,0.002124191,0.0002027854,0.000195834,0.00009562777,0.8670398],"genre_scores_gemma":[0.2738161,0.001829962,0.0001643944,0.007701664,0.005530056,0.00002172928,0.00007544486,0.00003143518,0.7108292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.545418,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165207570165014,"score_gpt":0.2194606192303861,"score_spread":0.207808543528736,"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."}}