{"id":"W1872308718","doi":"10.7202/1027139ar","title":"Présentation","year":2014,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":5,"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":[0.0007536502,0.0002109667,0.0003112114,0.00004625236,0.0005875668,0.0002392404,0.0001762858,0.0002180517,0.01695445],"category_scores_gemma":[0.0005899891,0.0001941297,0.0003269393,0.00002729209,0.0007759628,0.000127019,0.00006858807,0.000315454,0.0009106013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007413338,"about_ca_system_score_gemma":0.00008005644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006896597,"about_ca_topic_score_gemma":0.00007479768,"domain_scores_codex":[0.9984751,0.0003631201,0.0003038131,0.0002924348,0.0001809919,0.0003844798],"domain_scores_gemma":[0.9988146,0.0005009288,0.0001719564,0.0002392911,0.0001908223,0.0000824204],"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":[0.000003837097,0.00009130611,0.0003346413,0.00004063972,0.0001590035,0.000002708385,0.004547752,0.000051674,0.000006469272,0.9099095,0.07885077,0.006001632],"study_design_scores_gemma":[0.0002887139,0.00009335385,0.0002929399,0.0000279088,0.0002710475,4.1467e-7,0.0101033,0.0007039164,0.00001576138,0.4335845,0.5543671,0.0002510709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005193666,0.005452686,0.0009245265,0.07381436,0.02263554,0.000142873,0.0001056822,0.0001288011,0.8916019],"genre_scores_gemma":[0.8832957,0.00253488,0.0003019179,0.003020097,0.01646771,0.000019409,0.0001721767,0.00003500257,0.09415314],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.878102,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3376262750469571,"score_gpt":0.4984591153006808,"score_spread":0.1608328402537237,"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."}}