{"id":"W4231552850","doi":"10.7202/1035272ar","title":"Présentation","year":2014,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002888779,0.00100523,0.0009166634,0.001982552,0.004158145,0.01412195,0.002847839,0.005048877,0.6093205],"category_scores_gemma":[0.01296439,0.0004741362,0.001131243,0.002125324,0.001892927,0.008201703,0.007368744,0.004849683,0.3794272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004489527,"about_ca_system_score_gemma":0.006426221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950297,"about_ca_topic_score_gemma":0.004362343,"domain_scores_codex":[0.9961284,0.0006923603,0.0002328736,0.0008982977,0.001517801,0.0005301508],"domain_scores_gemma":[0.9943205,0.0007158594,0.0002202007,0.001050662,0.002450721,0.001241911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005306858,0.00003269526,0.0002676503,0.000190497,0.000007710773,0.0001225084,0.0003841814,0.00007299408,0.0002267069,0.04130843,0.8929727,0.06436086],"study_design_scores_gemma":[0.000003506045,0.000006398493,0.0001167958,0.00008363817,0.000001673788,0.00005638947,0.0001861437,0.00002689692,0.00006385682,0.003183803,0.9962665,0.000004440175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001359941,0.00482912,0.004760955,0.0532165,0.049642,0.0002550675,0.004799346,0.001460221,0.8796768],"genre_scores_gemma":[0.009308686,0.003043418,0.001774248,0.0100031,0.005736165,0.0002003775,0.002967334,0.000728086,0.9662386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3906795,"threshold_uncertainty_score":0.5572568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513022080095952,"score_gpt":0.3867684455373422,"score_spread":0.235466237527747,"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."}}