{"id":"W4237954062","doi":"10.4000/communiquer.1608","title":"Varia","year":2016,"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":[0.003216134,0.0006095056,0.0005654037,0.003431195,0.003167415,0.008292269,0.001560677,0.00212639,0.3179995],"category_scores_gemma":[0.01327206,0.0003191108,0.0006532858,0.005465508,0.001741154,0.007503362,0.00492377,0.002334281,0.1484203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042667,"about_ca_system_score_gemma":0.003926503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334106,"about_ca_topic_score_gemma":0.006723455,"domain_scores_codex":[0.9957958,0.001188504,0.0002455628,0.0008029034,0.001536057,0.0004310356],"domain_scores_gemma":[0.9940268,0.001459715,0.0004342131,0.001429312,0.002078677,0.0005712808],"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":[0.0001600437,0.00006665821,0.001978838,0.0005519231,0.00002610368,0.0001925059,0.004542284,0.0001676326,0.000747319,0.2164166,0.4840945,0.2910555],"study_design_scores_gemma":[0.000005031764,0.000007909504,0.0006470351,0.00009428375,0.000004698142,0.00008568626,0.0004800689,0.00004518541,0.0001249434,0.003819172,0.9946791,0.000006820077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005393068,0.005283222,0.005805899,0.0132487,0.003217016,0.0001753539,0.003890577,0.001236501,0.9617496],"genre_scores_gemma":[0.05242629,0.004441791,0.003976399,0.004191033,0.001442866,0.0004321889,0.00405773,0.001107035,0.9279247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6820005,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604635792087785,"score_gpt":0.3418169081478958,"score_spread":0.295770550227018,"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."}}