{"id":"W4205592947","doi":"10.4000/communication.7764","title":"Yves CITTON (2017), Médiarchie","year":2018,"lang":"en","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004253635,0.00004307632,0.00006535556,0.00002466964,0.001442567,0.0000448459,0.0004060193,0.00004788287,0.0002527429],"category_scores_gemma":[0.0002869593,0.00004376216,0.00002852275,0.0001533117,0.0009904333,0.000108128,0.00009802834,0.00007518457,0.0002491784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009057967,"about_ca_system_score_gemma":0.00004870258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922942,"about_ca_topic_score_gemma":0.00847765,"domain_scores_codex":[0.9993355,0.0002153388,0.00008528258,0.00007416199,0.0001424099,0.0001472562],"domain_scores_gemma":[0.9993435,0.0001252881,0.0000464885,0.0003254336,0.0001141895,0.0000450874],"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":[0.000005969166,0.00006346571,0.002404024,0.000002897174,0.00002247855,2.203619e-7,0.07513093,1.36372e-7,0.00008015167,0.518555,0.3365423,0.06719241],"study_design_scores_gemma":[0.00007195859,0.00001827222,0.01350039,0.00001060145,0.000004876535,5.567394e-8,0.002540499,0.00001103118,0.0000396635,0.03854892,0.9451806,0.00007311603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02757335,0.01039636,0.0001803581,0.005456589,0.0003106543,0.0001376359,0.000001438072,0.0001338465,0.9558098],"genre_scores_gemma":[0.9888849,0.004663044,0.0007989636,0.0002312299,0.0003784552,0.00001301556,0.000004808865,0.00000424018,0.005021296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9613116,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007653539355675,"score_gpt":0.3427035648710419,"score_spread":0.2419382109354744,"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."}}