{"id":"W4252957641","doi":"10.4000/communiquer.165","title":"Varia et Dossier (Communication sociale et publique : prisme ou foyer?)","year":2010,"lang":"fr","type":"paratext","venue":"Revue internationale de communication sociale et publique","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01195705,0.0009292893,0.001189101,0.0004273704,0.002391809,0.002883404,0.00789193,0.002884169,0.004947764],"category_scores_gemma":[0.006100116,0.001151284,0.0009239627,0.00234256,0.002506807,0.004887661,0.001921724,0.005478259,0.001076152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361333,"about_ca_system_score_gemma":0.01406019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1032971,"about_ca_topic_score_gemma":0.281846,"domain_scores_codex":[0.985892,0.007739023,0.001971352,0.001245559,0.001853177,0.001298909],"domain_scores_gemma":[0.9851462,0.004203102,0.003969939,0.002398653,0.003712908,0.0005692315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002481511,0.0005969893,0.001378715,0.00007696338,0.0002282286,0.000002596671,0.03199161,0.00008992721,0.0000727293,0.8409166,0.1048299,0.0197909],"study_design_scores_gemma":[0.0006608632,0.00004629172,0.01823766,0.0005601795,0.00008150477,0.00001415639,0.002661821,0.0005209247,0.00002347824,0.09573638,0.8804106,0.00104621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01760427,0.007542374,0.00451331,0.4958812,0.003375748,0.001587968,0.000701706,0.0002602294,0.4685332],"genre_scores_gemma":[0.2740018,0.1158938,0.01543992,0.02254923,0.002964803,0.001661728,0.003663189,0.0002750495,0.5635505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7755806,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760483987926071,"score_gpt":0.3713476376222133,"score_spread":0.3137427977429527,"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."}}