{"id":"W2284871719","doi":"10.82308/10140","title":"Emotional awareness : using reality television as a tool for popular education","year":2005,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reality television; Reality tv; Psychology; Virtual reality; Multimedia; Computer science; Sociology; Media studies; Human–computer interaction","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001177595,0.0002350392,0.0002662751,0.0002231008,0.002204207,0.0001236028,0.0004260905,0.0003484265,0.0001606652],"category_scores_gemma":[0.001879953,0.0002569739,0.0001660836,0.0005309621,0.0001409612,0.001311118,0.0001410477,0.00025361,0.0001168082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014943,"about_ca_system_score_gemma":0.0003945229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009333873,"about_ca_topic_score_gemma":0.001128939,"domain_scores_codex":[0.9976825,0.0001608351,0.0004807586,0.0005746251,0.0005635692,0.000537773],"domain_scores_gemma":[0.9987897,0.0001382713,0.000202143,0.0003240078,0.0003635432,0.0001823692],"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":[0.00002963797,0.0001964965,0.000744735,0.00001654072,0.00001595763,0.000001164342,0.00001594522,0.00001505985,0.001235192,0.5987131,0.00002542339,0.3989908],"study_design_scores_gemma":[0.0005280018,0.00005053987,0.00280668,0.0001049703,0.00002893472,0.00001506665,0.0003155195,0.00004768849,0.005590946,0.2251843,0.7647992,0.0005281935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579083,0.00006712038,0.00001622923,0.0007333445,0.0005513052,0.0006778103,0.0001310336,0.0003081154,0.03960674],"genre_scores_gemma":[0.9913453,0.00004330465,0.005598959,0.0005955187,0.0001829416,0.00005227418,0.00009691169,0.00003378103,0.002050999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7647738,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537461332139827,"score_gpt":0.3303507620040452,"score_spread":0.2849761486826469,"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."}}