{"id":"W2514179343","doi":"10.1515/commun-2014-0026","title":"Theorizing adversarial guests: The resistance to (and restoration of) media routines","year":2015,"lang":"en","type":"article","venue":"Communications","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resistance (ecology); Adversarial system; Ambivalence; Media event; Sociology; Media relations; Function (biology); Media coverage; Media use; Media system dependency theory; Media content; News media; Public relations; Media studies; Political science; Computer science; Psychology; Social psychology; Multimedia; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365979,0.00004376662,0.00007856629,0.0000277685,0.0007866132,0.00003036129,0.0009272313,0.00003158047,0.000003335623],"category_scores_gemma":[0.002806172,0.00003446543,0.00001665578,0.0002929681,0.0004790854,0.0001023135,0.0003697715,0.00008945967,0.000008773374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004980788,"about_ca_system_score_gemma":0.0001175881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009692829,"about_ca_topic_score_gemma":0.02665642,"domain_scores_codex":[0.9989817,0.0005118839,0.0001671569,0.00005720197,0.0001900715,0.00009205761],"domain_scores_gemma":[0.9975834,0.000897822,0.00009561589,0.001095757,0.0002558958,0.00007149577],"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":[0.00001350109,0.00001891275,0.001262629,0.000001554463,0.000007107522,1.827094e-8,0.1327125,0.000002264522,0.00003612166,0.8579841,0.005203362,0.0027579],"study_design_scores_gemma":[0.0001763922,0.00001351533,0.004956105,0.00003645924,0.00002020529,9.223339e-8,0.08614765,0.00003088416,0.0000199865,0.02368593,0.8848346,0.00007811819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07774129,0.01915358,0.001513701,0.4935011,0.00114234,0.00127651,0.00002377581,0.0001640422,0.4054836],"genre_scores_gemma":[0.9941707,0.001989494,0.003201911,0.0001725421,0.0001199638,0.00005182337,0.000008360662,0.000003904868,0.0002813469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9164293,"threshold_uncertainty_score":0.9911045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253277131793762,"score_gpt":0.3702083839660352,"score_spread":0.244880670786659,"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."}}