{"id":"W7155528812","doi":"10.59236/emro.v27i8a225","title":"Illusions of Control","year":2025,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Illusion; Context (archaeology); Narrative; Control (management); Closure (psychology); Psychological resilience; Element (criminal law); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001993396,0.000400999,0.001264995,0.0005194552,0.0005446917,0.000009743904,0.0006601214,0.0003777488,0.03059094],"category_scores_gemma":[0.009494391,0.0003483047,0.0003888036,0.001448385,0.000353129,0.0001191382,0.00009043586,0.001032321,0.001210388],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153292,"about_ca_system_score_gemma":0.00828022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053573,"about_ca_topic_score_gemma":0.0002128636,"domain_scores_codex":[0.993825,0.001835817,0.002868047,0.0005203169,0.0004066159,0.0005442036],"domain_scores_gemma":[0.9903471,0.005914643,0.001254979,0.00102355,0.001111167,0.0003485113],"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":[0.0001577956,0.008173014,0.02164055,0.003886844,0.0002960125,2.92128e-7,0.0138952,0.000004611926,0.000305976,0.247921,0.6097988,0.0939199],"study_design_scores_gemma":[0.001587009,0.00004134929,0.09148773,0.004773929,0.0002247658,8.75379e-7,0.002326561,0.00006317056,0.00000720805,0.01211391,0.8871365,0.0002370663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01223912,0.3254463,0.0006829124,0.5774545,0.05675051,0.00582011,0.001589935,0.00004078428,0.01997581],"genre_scores_gemma":[0.449769,0.3392763,0.01801881,0.06488516,0.01139995,0.00164861,0.003037426,0.0001142973,0.1118505],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5125693,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09378364012237371,"score_gpt":0.4913378904282783,"score_spread":0.3975542503059046,"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."}}