{"id":"W4292134003","doi":"","title":"Concordance des temps sociaux des cadres, pratiques professionnelles, et technologies de l'information et de la communication","year":2001,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01048922,0.00036951,0.0006970386,0.005909464,0.001790425,0.004868836,0.000980189,0.001138399,0.01574442],"category_scores_gemma":[0.1037087,0.0005371248,0.0006143209,0.007125864,0.001510503,0.003458799,0.003428149,0.00148707,0.003884515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189678,"about_ca_system_score_gemma":0.002733897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640676,"about_ca_topic_score_gemma":0.0136029,"domain_scores_codex":[0.9875063,0.004893594,0.001271864,0.001867009,0.003531874,0.0009294822],"domain_scores_gemma":[0.8428666,0.1034401,0.01369795,0.01183025,0.02387594,0.004289024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009964837,0.0001001646,0.8015282,0.0006463646,0.0003672195,0.0004227824,0.03527927,0.001090489,0.002626692,0.01398065,0.008473977,0.1344876],"study_design_scores_gemma":[0.00001594373,0.0001236986,0.9532108,0.0001734063,0.0001499193,0.000699844,0.0127493,0.001640767,0.001917408,0.005197673,0.02404099,0.00008002326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278428,0.00495911,0.01082556,0.001930397,0.0002209871,0.00009894048,0.006366924,0.000523422,0.04723188],"genre_scores_gemma":[0.9849527,0.0008517306,0.00261093,0.00005892149,0.0000828542,0.00009942333,0.002166782,0.0001153939,0.009061235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640676,"threshold_uncertainty_score":0.05547297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08289435069703738,"score_gpt":0.395077552127439,"score_spread":0.3121832014304016,"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."}}