{"id":"W2889202171","doi":"10.5430/wje.v8n4p159","title":"Investigating the Effectiveness of Media Research on Noticing Media Effects: A Multiple Case Study","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Media use; Period (music); Pedagogy; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007318921,0.00006060449,0.0001476694,0.0004716144,0.0004234389,0.00004881381,0.0002510642,0.00003512239,0.00001046846],"category_scores_gemma":[0.0139677,0.00004173295,0.00003374815,0.001133883,0.0005325036,0.0001575398,0.00004190423,0.0002968287,0.000006300087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158574,"about_ca_system_score_gemma":0.0007206963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047456,"about_ca_topic_score_gemma":0.009854248,"domain_scores_codex":[0.9977173,0.001203701,0.0002831062,0.00009680558,0.000529818,0.0001693223],"domain_scores_gemma":[0.9881929,0.01071165,0.0002263091,0.0001255328,0.0006671015,0.00007653457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414893,0.001646467,0.5582934,0.00008302409,0.00009885907,0.00008167931,0.295616,0.000007480677,0.001388648,0.02443267,0.001784597,0.1163257],"study_design_scores_gemma":[0.001454674,0.0009598065,0.6455384,0.001443169,0.00005519105,0.0001134512,0.3052498,0.00001252798,0.01043278,0.03307593,0.001459065,0.0002052684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992752,0.00008054214,0.00001261603,0.0005466878,0.001226671,0.0003455868,1.928352e-7,0.000008239751,0.005027523],"genre_scores_gemma":[0.9990615,0.000003760013,0.0002120144,0.00003699484,0.0006360182,0.000008812203,3.080427e-7,0.000005871979,0.00003473003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161204,"threshold_uncertainty_score":0.9943381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08198796514666301,"score_gpt":0.4207462822107536,"score_spread":0.3387583170640906,"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."}}