{"id":"W4366992032","doi":"10.4000/communiquer.10211","title":"Varia","year":2023,"lang":"fr","type":"paratext","venue":"Communiquer Revue de communication sociale et publique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003289344,0.001210449,0.0009275855,0.005423208,0.003306833,0.008358312,0.001516601,0.002873435,0.4803541],"category_scores_gemma":[0.01204467,0.0006251021,0.00104986,0.005437545,0.001057864,0.004141812,0.003079637,0.002960622,0.2923404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771855,"about_ca_system_score_gemma":0.005013097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999385,"about_ca_topic_score_gemma":0.01754496,"domain_scores_codex":[0.996465,0.0008425889,0.0001613536,0.0005271984,0.001611175,0.0003928314],"domain_scores_gemma":[0.9935049,0.001420202,0.0002881609,0.00135483,0.002752716,0.0006792785],"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":[0.0002337118,0.00007894164,0.0006587986,0.0002949717,0.00001507236,0.00008797217,0.0004464031,0.000191755,0.0007437473,0.06594124,0.7859289,0.1453784],"study_design_scores_gemma":[0.00001967106,0.00001215904,0.0006036521,0.00005659727,0.000005605663,0.00005607569,0.0001018488,0.0001596278,0.0003285161,0.002347599,0.9962979,0.00001063721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002758441,0.002115587,0.009130552,0.006272283,0.003144799,0.0002673252,0.018991,0.00751828,0.9498019],"genre_scores_gemma":[0.01145933,0.001043464,0.004943202,0.0009623176,0.0008147751,0.0003664006,0.007962341,0.002827556,0.9696206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5196459,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702607131744237,"score_gpt":0.3604166139422191,"score_spread":0.2901559007677954,"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."}}