{"id":"W4241235889","doi":"10.4000/ethiquepublique.2357","title":"Présentation","year":2015,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"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":[0.00070277,0.0001986809,0.0002279114,0.0001645605,0.0001991172,0.0007791639,0.0001770718,0.0001898141,0.002286555],"category_scores_gemma":[0.0006072759,0.00019494,0.0001467738,0.00008116152,0.0002740665,0.0004434792,0.0000609295,0.0003080328,0.0006422523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482029,"about_ca_system_score_gemma":0.0005571591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008026684,"about_ca_topic_score_gemma":0.002995925,"domain_scores_codex":[0.998587,0.0001705729,0.0003388724,0.0002641754,0.0002891335,0.0003503096],"domain_scores_gemma":[0.998135,0.00006934157,0.0001486649,0.0002691218,0.001039922,0.0003380075],"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":[0.000009364307,0.000129465,0.0001899386,0.00003681108,0.00007513342,0.00002732299,0.003832874,0.00005062084,0.000001193278,0.7826768,0.2124379,0.0005326302],"study_design_scores_gemma":[0.0002532096,0.00007282627,0.00002790748,0.00004085847,0.0001279602,0.000006379836,0.003370031,0.0009201095,0.00004201964,0.1448157,0.8500991,0.0002238774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001778756,0.007860321,0.0006099885,0.09466877,0.009590485,0.0001800867,0.0001022843,0.00008773962,0.8851216],"genre_scores_gemma":[0.4282162,0.0009788948,0.0008897759,0.02533019,0.05779566,0.00007786915,0.0003784283,0.0001007757,0.4862322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6378611,"threshold_uncertainty_score":0.9986255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222278102281456,"score_gpt":0.2950224438451121,"score_spread":0.2527996628222975,"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."}}