{"id":"W4247142157","doi":"10.4000/cei.609","title":"Présentation","year":2006,"lang":"fr","type":"article","venue":"Cahiers d’études italiennes","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000165718,0.0002832785,0.0002865708,0.0001651376,0.0007496829,0.0005716094,0.000177128,0.0001600353,0.002955454],"category_scores_gemma":[0.00006339791,0.0002779905,0.0002741605,0.00009118175,0.001206128,0.0002563383,0.0000310841,0.0001787253,0.0004223372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121313,"about_ca_system_score_gemma":0.00006024951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578705,"about_ca_topic_score_gemma":0.003865575,"domain_scores_codex":[0.9984539,0.0000530865,0.0004116131,0.0003489792,0.0002696142,0.0004627799],"domain_scores_gemma":[0.9991325,0.00008551253,0.0001733836,0.0002602425,0.0002418136,0.0001065418],"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":[0.000007673836,0.0002517323,0.0002817309,0.00008561784,0.0001349184,0.00005431663,0.002772594,0.0001804077,0.00003664035,0.9421671,0.0534261,0.0006011422],"study_design_scores_gemma":[0.0003026223,0.00007037327,0.0002371519,0.00006848011,0.0005516752,0.000006439196,0.01188008,0.0004567504,0.0001831052,0.02901418,0.9568025,0.0004266154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1000921,0.01411975,0.0001369995,0.002919944,0.007659856,0.0001729274,0.0002589391,0.00009256299,0.8745469],"genre_scores_gemma":[0.7798068,0.00023131,0.0001419128,0.000220775,0.01495577,0.00001242979,0.0002125509,0.00003818281,0.2043803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9131529,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382680813939402,"score_gpt":0.2472552623976642,"score_spread":0.2334284542582702,"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."}}