{"id":"W4391017872","doi":"10.4000/communiquer.11388","title":"Varia","year":2024,"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":[],"consensus_categories":[],"category_scores_codex":[0.003232086,0.001217123,0.0009497155,0.005497757,0.003217217,0.008112594,0.00154281,0.002740544,0.5007898],"category_scores_gemma":[0.01208503,0.0006386765,0.001089511,0.00556655,0.001025782,0.004216985,0.003123609,0.002909059,0.3143503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576988,"about_ca_system_score_gemma":0.004704847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01879412,"about_ca_topic_score_gemma":0.01654408,"domain_scores_codex":[0.996536,0.000840002,0.0001590999,0.0005233132,0.00155603,0.0003856354],"domain_scores_gemma":[0.9935794,0.001452219,0.0002811933,0.001365617,0.002663427,0.0006581092],"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":[0.000232339,0.00007569866,0.0006289607,0.0002892561,0.00001513047,0.00008171968,0.0004291088,0.0001893814,0.0007213342,0.06130493,0.7949861,0.141046],"study_design_scores_gemma":[0.00002040296,0.00001212705,0.0005945205,0.00005570898,0.000005921151,0.00005433126,0.0001004875,0.0001639975,0.0003340308,0.002434843,0.9962126,0.00001113031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002770943,0.001921249,0.009804484,0.005821374,0.002935987,0.0002609717,0.02207096,0.008885132,0.9455289],"genre_scores_gemma":[0.01181397,0.0009996006,0.00535147,0.000942058,0.0008110823,0.0003813614,0.009616601,0.003469486,0.9666144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5007898,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818542463684045,"score_gpt":0.3523033683755278,"score_spread":0.3041179437386874,"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."}}