{"id":"W4246642533","doi":"10.3917/cisl.1502.0007","title":"Preface","year":2016,"lang":"fr","type":"article","venue":"Cahiers internationaux de sociolinguistique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Society for the History of Medicine","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001694737,0.0005712011,0.0004354744,0.00030608,0.000306313,0.0001224331,0.001008895,0.001143939,0.003168429],"category_scores_gemma":[0.01404531,0.0005230008,0.0004238359,0.0002685822,0.002740354,0.000286634,0.0001483931,0.0009157427,0.01465499],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008735429,"about_ca_system_score_gemma":0.001148095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002651994,"about_ca_topic_score_gemma":0.00007412137,"domain_scores_codex":[0.9958431,0.0007145676,0.0007443298,0.0008401413,0.0006307877,0.001227078],"domain_scores_gemma":[0.9958239,0.001101954,0.0004822708,0.000670177,0.001345959,0.0005757077],"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":[0.0001141995,0.0002298206,0.00613921,0.0001039937,0.0005628465,0.0003225444,0.009045314,0.00007493981,0.01193863,0.8497528,0.1088134,0.01290228],"study_design_scores_gemma":[0.002043567,0.0001019921,0.00304829,0.001333737,0.0001451182,0.000210527,0.0005036652,0.0006506832,0.01521245,0.1080841,0.8676974,0.0009684409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3207529,0.02108362,0.1336692,0.05184408,0.02785216,0.001381442,0.003109566,0.001482231,0.4388248],"genre_scores_gemma":[0.7637017,0.00105718,0.005311611,0.001137712,0.00423533,0.00008902569,0.00002664389,0.0002653118,0.2241755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7588841,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075388244085478,"score_gpt":0.2941160587292677,"score_spread":0.2833621762884129,"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."}}