{"id":"W2000105883","doi":"10.4000/contextes.1933","title":"Données biographiques et données relationnelles","year":2008,"lang":"fr","type":"article","venue":"Contextes","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002327754,0.0003048812,0.0003859865,0.0002712634,0.001226147,0.000330008,0.0002140853,0.0001292304,0.004108167],"category_scores_gemma":[0.0002793222,0.0002714224,0.0004152871,0.0001095455,0.001528386,0.0003109164,0.00006832591,0.0002126812,0.0004444409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207209,"about_ca_system_score_gemma":0.00008195887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561283,"about_ca_topic_score_gemma":0.003595898,"domain_scores_codex":[0.99847,0.0001292277,0.0004510618,0.0003522719,0.0002360034,0.0003614091],"domain_scores_gemma":[0.9985582,0.0003723021,0.0001979574,0.0003260337,0.0004108365,0.0001347253],"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":[0.00001335604,0.0001972744,0.006239092,0.00005553426,0.0002912514,0.00006289265,0.0122376,0.00001872957,0.00001116322,0.944706,0.03527495,0.0008921884],"study_design_scores_gemma":[0.0003416949,0.0001129017,0.002395049,0.0002866868,0.0003164711,0.00001275277,0.004851915,0.0003513251,0.0001018674,0.0398629,0.9509274,0.0004390718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189395,0.296301,0.0002701373,0.0242394,0.002881743,0.0002559095,0.0004262078,0.0002253436,0.5564608],"genre_scores_gemma":[0.8703171,0.03815708,0.000207255,0.001063314,0.00332259,0.00001339279,0.00006958916,0.00003694023,0.08681273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9156524,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585346040865535,"score_gpt":0.2771172334731415,"score_spread":0.1912637730644861,"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."}}