{"id":"W4398176455","doi":"10.7202/1110978ar","title":"Présentation","year":2015,"lang":"fr","type":"article","venue":"Les Cahiers Anne Hébert","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0002162384,0.0002024528,0.0002412521,0.0001116408,0.0004421081,0.0003536184,0.0001335602,0.0001434468,0.002009419],"category_scores_gemma":[0.0001485238,0.0001939038,0.0001714176,0.00006819598,0.0006879783,0.0001691203,0.00002500302,0.0002145209,0.0006803675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397601,"about_ca_system_score_gemma":0.0001040426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101684,"about_ca_topic_score_gemma":0.001550034,"domain_scores_codex":[0.9987715,0.00006444325,0.0002876009,0.0002530187,0.000283719,0.0003396485],"domain_scores_gemma":[0.9989882,0.0000450705,0.0001200757,0.0002280647,0.0003508252,0.0002677919],"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":[0.000015613,0.0001070459,0.0002329218,0.00003216478,0.0001230456,0.00004446139,0.01415836,0.0001032684,0.000002250094,0.7376777,0.2432078,0.004295379],"study_design_scores_gemma":[0.0003885042,0.0001002422,0.00004570678,0.00004479139,0.000328729,0.000004539575,0.01816278,0.001125656,0.00003718234,0.01972309,0.9597714,0.0002673878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02414901,0.02643439,0.000428815,0.01277779,0.01039283,0.0001531509,0.0001527005,0.0000645031,0.9254468],"genre_scores_gemma":[0.3225296,0.0004950229,0.0003455143,0.001168651,0.01814468,0.00001067667,0.0001812805,0.00004529694,0.6570793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7179546,"threshold_uncertainty_score":0.9989029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03904884239352886,"score_gpt":0.2802476926112353,"score_spread":0.2411988502177064,"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."}}