{"id":"W4237369498","doi":"10.4000/ethiquepublique.4238","title":"Présentation","year":2019,"lang":"fr","type":"article","venue":"Éthique Publique","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":["insufficient_payload"],"category_scores_codex":[0.0003989774,0.0002022106,0.0002514725,0.0001663483,0.0001829575,0.0006878955,0.0001807621,0.0001981644,0.02355323],"category_scores_gemma":[0.000138295,0.0001994569,0.0002008688,0.00007240186,0.0001562343,0.0004175326,0.00005627357,0.0003434342,0.002785828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008934321,"about_ca_system_score_gemma":0.0002352626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166319,"about_ca_topic_score_gemma":0.001266177,"domain_scores_codex":[0.9986487,0.000121134,0.0003297487,0.0003120021,0.0002275611,0.0003608435],"domain_scores_gemma":[0.9987975,0.0001070084,0.0001550455,0.0003313516,0.0004785369,0.0001305643],"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":[0.00000853848,0.000126335,0.001071007,0.0001381186,0.0001124944,0.00001138395,0.001768276,0.0000495147,0.00001597925,0.9504995,0.04564966,0.000549241],"study_design_scores_gemma":[0.0002236594,0.00007159747,0.0001967831,0.00008172375,0.0001090482,0.000003779858,0.001480582,0.001126064,0.000085167,0.0583186,0.9380372,0.0002657855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01411117,0.004133387,0.0001324078,0.0543077,0.01062284,0.0003097174,0.0001025166,0.00007076352,0.9162095],"genre_scores_gemma":[0.4773934,0.0007552743,0.0001774411,0.01283231,0.01459666,0.00002738564,0.0001711274,0.00005218322,0.4939942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8923876,"threshold_uncertainty_score":0.9979906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624442515005692,"score_gpt":0.2666049475830526,"score_spread":0.2503605224329957,"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."}}