{"id":"W7114808191","doi":"10.4000/15bwj","title":"La datafication des médias","year":2025,"lang":"en","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Publics; Ethnography; Convergence (economics); Power (physics); Work (physics)","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":[0.0290404,0.000862586,0.001092189,0.009952701,0.00784768,0.03145134,0.002223715,0.002618265,0.01720502],"category_scores_gemma":[0.09682782,0.001159591,0.00101904,0.01212944,0.02051111,0.03046192,0.01081002,0.005882937,0.003894608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081781,"about_ca_system_score_gemma":0.01091448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883693,"about_ca_topic_score_gemma":0.01128311,"domain_scores_codex":[0.9612247,0.01927859,0.002679325,0.004659771,0.01060843,0.001549198],"domain_scores_gemma":[0.8613859,0.07697723,0.006631787,0.02945674,0.02281827,0.002729958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001477091,0.00003208809,0.002228706,0.0006634856,0.00004267758,0.0001804698,0.0282696,0.0006437169,0.001543907,0.8105428,0.01896296,0.1367419],"study_design_scores_gemma":[0.00002844081,0.00003423217,0.00136725,0.0008448793,0.00003512486,0.0001927107,0.009489744,0.0007893284,0.002207499,0.08933432,0.8956252,0.00005117285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05907377,0.02462177,0.234945,0.1059554,0.01516987,0.0005234934,0.003311413,0.002270881,0.5541284],"genre_scores_gemma":[0.6610546,0.01745951,0.1350585,0.01117268,0.01114991,0.0009184211,0.002683787,0.002651081,0.1578515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03145134,"threshold_uncertainty_score":0.1535822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3556107466881682,"score_gpt":0.3843043269995467,"score_spread":0.02869358031137847,"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."}}