{"id":"W4254819650","doi":"10.7202/014443ar","title":"Présentation","year":2006,"lang":"fr","type":"article","venue":"Les Cahiers du Gres","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.00008840793,0.0001576555,0.00016552,0.0001015055,0.0007385368,0.0003703629,0.0000947581,0.0001012244,0.003741782],"category_scores_gemma":[0.00003826107,0.0001502033,0.0001634107,0.00004235173,0.0007800334,0.0001055368,0.0000148877,0.0001346172,0.0002466614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006534488,"about_ca_system_score_gemma":0.00002774232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01927331,"about_ca_topic_score_gemma":0.005923081,"domain_scores_codex":[0.9990885,0.00004469676,0.0002433963,0.0001901629,0.0001831921,0.0002500111],"domain_scores_gemma":[0.9995003,0.00006056401,0.0001097436,0.0001417345,0.0001361145,0.00005152928],"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":[0.000006232605,0.00009252087,0.001764584,0.00004309935,0.00006808735,0.0000444672,0.002415474,0.0001186157,0.000006366671,0.8776137,0.1161435,0.001683316],"study_design_scores_gemma":[0.0002131439,0.00003256939,0.001186657,0.00003514421,0.0003218408,0.000002890662,0.003749795,0.0005890999,0.00008257426,0.05729152,0.9362799,0.0002148834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1410924,0.01850915,0.0004931624,0.01013871,0.006552446,0.000125466,0.0002012684,0.00007303616,0.8228144],"genre_scores_gemma":[0.6970963,0.0004088335,0.0001914886,0.000282379,0.02446878,0.000006053127,0.0001351411,0.00002387633,0.2773871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8203222,"threshold_uncertainty_score":0.997169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181465817235924,"score_gpt":0.2350406095838801,"score_spread":0.2232259514115209,"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."}}