{"id":"W4416674593","doi":"10.1007/978-3-032-06918-4_60-1","title":"Media","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social media; Politics; Political communication; Voting; Focus (optics); Media relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003590661,0.000736324,0.0002744246,0.002650081,0.001880855,0.007231401,0.0009250614,0.00137176,0.3156031],"category_scores_gemma":[0.001333132,0.0003282733,0.0003480144,0.002385425,0.001109827,0.006181487,0.002435629,0.001486309,0.1909643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068247,"about_ca_system_score_gemma":0.001085271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015086,"about_ca_topic_score_gemma":0.004833812,"domain_scores_codex":[0.999607,0.00005459891,0.00001305554,0.0000670274,0.0002148304,0.00004337581],"domain_scores_gemma":[0.9996195,0.00009122971,0.00001819796,0.00009009062,0.0001230619,0.00005783554],"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":[0.00002550748,0.00003491943,0.0001282095,0.0001852357,0.000004244044,0.00008595322,0.000578201,0.00009532928,0.001194276,0.2023202,0.5265889,0.268759],"study_design_scores_gemma":[0.000001014377,0.000002767236,0.00006954717,0.00004429009,0.000001337836,0.00004481934,0.0001084097,0.00002921832,0.000178153,0.005858836,0.9936593,0.000002379769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002063177,0.0009448344,0.001041669,0.0007548323,0.0006000972,0.00002237349,0.000203314,0.0002049676,0.9960217],"genre_scores_gemma":[0.002505463,0.001336732,0.000505805,0.0004517551,0.0003591839,0.00002646584,0.0002335552,0.0001151668,0.9944659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6843969,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016388615917019,"score_gpt":0.3141377706429331,"score_spread":0.263973884483763,"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."}}