{"id":"W4246781292","doi":"10.4000/communiquer.4206","title":"Varia","year":2019,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003216857,0.0006424209,0.0005450197,0.00358712,0.003392891,0.009110451,0.001494315,0.002541842,0.3339179],"category_scores_gemma":[0.01114891,0.0003138097,0.0006698492,0.005112,0.001805139,0.006819219,0.004695443,0.00237191,0.159915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004942885,"about_ca_system_score_gemma":0.004903049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007764,"about_ca_topic_score_gemma":0.01036455,"domain_scores_codex":[0.9962203,0.00101622,0.0002081972,0.0007302978,0.001396132,0.0004288518],"domain_scores_gemma":[0.9945484,0.001227775,0.0003656286,0.00121735,0.002037337,0.0006035696],"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":[0.0001429605,0.00005553916,0.001415235,0.0005337388,0.00001931162,0.0001760084,0.003189923,0.0001478708,0.0007668085,0.1904083,0.5287479,0.2743963],"study_design_scores_gemma":[0.000004015791,0.000006405666,0.0004812228,0.00008112573,0.000003128626,0.00006446269,0.0003180827,0.00003440053,0.0001078405,0.002563574,0.99633,0.000005734942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004053662,0.005594008,0.004651828,0.01477647,0.003688377,0.0001757555,0.004049738,0.001296766,0.9617134],"genre_scores_gemma":[0.0333537,0.003756063,0.003035296,0.003717949,0.001281026,0.0003277834,0.003289223,0.0008592848,0.9503797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.666082,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686744044431512,"score_gpt":0.3397842710137637,"score_spread":0.2929168305694486,"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."}}