{"id":"W1928547794","doi":"10.22230/cjc.2015v40n3a2949","title":"Media Effects Research: A Basic Overview, Fourth Edition. <i>By Glenn G. Sparks</i>.","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002507123,0.00009158928,0.0002082184,0.000353125,0.0004815019,0.0001879919,0.0006361291,0.00005813271,0.0004644235],"category_scores_gemma":[0.0009628527,0.0000817605,0.00005665835,0.0001023104,0.000401352,0.0005295644,0.00002221121,0.00061058,0.0001469776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830943,"about_ca_system_score_gemma":0.002058188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01428807,"about_ca_topic_score_gemma":0.1665961,"domain_scores_codex":[0.9982203,0.0005623485,0.000382587,0.00007408302,0.0004242119,0.0003365316],"domain_scores_gemma":[0.9966109,0.0005811579,0.0002333914,0.0004583173,0.001095726,0.001020547],"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":[0.00001487952,0.00002545159,0.0005024988,0.00003556862,0.00001943116,0.00001532168,0.03432926,0.000004403819,0.000007739667,0.07884476,0.8811816,0.00501909],"study_design_scores_gemma":[0.0004600742,0.0001735755,0.0004707445,0.0002812841,0.00001535699,0.00001543327,0.00316767,0.00001526192,0.00004524431,0.01710359,0.978161,0.00009078599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4161868,0.1761776,0.000186854,0.09429682,0.009700872,0.00156658,0.0003137743,0.00007403376,0.3014967],"genre_scores_gemma":[0.9945056,0.001698151,0.0002178125,0.00181638,0.001325073,0.00001320575,0.00005243256,0.00001871623,0.00035264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5783188,"threshold_uncertainty_score":0.9922759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2503107301009482,"score_gpt":0.342149469373659,"score_spread":0.0918387392727108,"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."}}