{"id":"W2042923103","doi":"10.1111/j.1460-2466.2006.00016.x","title":"Book Reviews","year":2006,"lang":"en","type":"article","venue":"Journal of Communication","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Library science; Media studies; Entertainment; Sociology; Art; Visual arts; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058229,0.00003347695,0.0001159564,0.00004747002,0.0001209434,0.00003800517,0.0001910064,0.00001234985,0.001511151],"category_scores_gemma":[0.00002493066,0.00002404913,0.00005121767,0.00001139339,0.000053091,0.0002900606,0.00001045981,0.0001288457,0.00008869968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002004357,"about_ca_system_score_gemma":0.00002919817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007269312,"about_ca_topic_score_gemma":0.0001569606,"domain_scores_codex":[0.9993681,0.00007929339,0.000392086,0.00001792579,0.00008888292,0.00005367348],"domain_scores_gemma":[0.9992017,0.00004578962,0.0004063984,0.0001932761,0.0001315992,0.00002125091],"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":[0.000006297524,0.00004206177,0.0001193021,0.00001468443,0.000003064485,4.639967e-7,0.003126962,0.000002901287,0.00003724,0.1082917,0.8834609,0.004894387],"study_design_scores_gemma":[0.00009454743,0.00003356905,0.0004251357,0.00007986418,0.000008010717,0.000004450393,0.0001342086,0.000004467295,0.00001968118,0.003679814,0.9954903,0.00002591888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02840087,0.4219246,0.0001206129,0.0216435,0.000640493,0.0002805414,0.000002193774,0.00002184961,0.5269653],"genre_scores_gemma":[0.7949497,0.1250623,0.003159963,0.02474148,0.004841981,0.00001701398,0.00002244403,0.00002971628,0.04717542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7665488,"threshold_uncertainty_score":0.9994016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046034339864271,"score_gpt":0.3119717821819535,"score_spread":0.2415114387833108,"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."}}