{"id":"W4243328734","doi":"10.4000/communiquer.2854","title":"Varia","year":2018,"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":[0.00334691,0.0006443713,0.0005985618,0.003644468,0.003266382,0.008519238,0.001633722,0.002146353,0.3249195],"category_scores_gemma":[0.0139302,0.0003314982,0.0006900343,0.005592586,0.001755484,0.007180715,0.004940732,0.002431287,0.1541658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905895,"about_ca_system_score_gemma":0.003949691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00615604,"about_ca_topic_score_gemma":0.006462553,"domain_scores_codex":[0.9955348,0.001235863,0.0002617127,0.000876009,0.001620509,0.0004711346],"domain_scores_gemma":[0.9934751,0.001577373,0.000473631,0.001573878,0.002270187,0.0006298164],"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":[0.0001737345,0.00007079318,0.002140228,0.0006046054,0.00003162961,0.0001983606,0.004442094,0.0001748515,0.0008393354,0.2002499,0.4957947,0.2952798],"study_design_scores_gemma":[0.000005272573,0.000008247735,0.000693269,0.00009942015,0.00000521571,0.00008570675,0.000467381,0.00004622791,0.000132409,0.003819103,0.9946303,0.000007421408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005842847,0.006064612,0.006329752,0.01462852,0.003844061,0.0001977352,0.004611842,0.001452289,0.9570283],"genre_scores_gemma":[0.05725033,0.005140925,0.00442779,0.004785188,0.001775946,0.0004841449,0.00508442,0.001318835,0.9197324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6750805,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185604285271539,"score_gpt":0.35008971367916,"score_spread":0.2982336708264446,"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."}}