{"id":"W4247659605","doi":"10.4000/communiquer.1593","title":"Varia","year":2015,"lang":"fr","type":"paratext","venue":"Communiquer Revue de communication sociale et publique","topic":"","field":"","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003264916,0.000597603,0.0005598662,0.003468203,0.003196919,0.008253156,0.001540961,0.002126249,0.3160072],"category_scores_gemma":[0.01336075,0.0003171787,0.0006501885,0.005369629,0.001746906,0.007439273,0.004880023,0.002336569,0.1450889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004175136,"about_ca_system_score_gemma":0.003960509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573317,"about_ca_topic_score_gemma":0.006951421,"domain_scores_codex":[0.9958172,0.001208461,0.0002429558,0.0007881255,0.001516835,0.0004263555],"domain_scores_gemma":[0.9940825,0.00149975,0.0004214698,0.001395062,0.0020416,0.0005595353],"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":[0.0001522051,0.00006239086,0.001822997,0.0005401964,0.00002478917,0.0001821183,0.004532411,0.0001648534,0.0006948839,0.215677,0.4953726,0.2807736],"study_design_scores_gemma":[0.000004894144,0.000007689598,0.0006341341,0.00009560769,0.000004477968,0.00008203911,0.0004810731,0.00004506898,0.0001189207,0.003754318,0.994765,0.000006756315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005227976,0.005292797,0.005688929,0.01348029,0.003206562,0.0001762563,0.003868569,0.001256397,0.9618022],"genre_scores_gemma":[0.05285177,0.004420995,0.003920559,0.004316995,0.001432915,0.0004360653,0.004009143,0.001099042,0.9275125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3160072,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07777385760782674,"score_gpt":0.3615397521309395,"score_spread":0.2837658945231128,"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."}}