{"id":"W7162074034","doi":"10.59236/emro.v26i3a8183","title":"Guardians","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Film director; Conversation; Appeal; Narrative; Situated; Relevance (law); Perspective (graphical)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707163,0.0008547768,0.0004614129,0.0007997124,0.002154113,0.003071383,0.001221245,0.00196562,0.8341152],"category_scores_gemma":[0.00222708,0.0004679568,0.0004057563,0.0005528355,0.0005050198,0.002337469,0.004360396,0.001727478,0.6217405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026749,"about_ca_system_score_gemma":0.001350217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004445302,"about_ca_topic_score_gemma":0.00806179,"domain_scores_codex":[0.9990972,0.0001163107,0.00003733018,0.0002661942,0.0003337493,0.0001492614],"domain_scores_gemma":[0.9990427,0.00007838695,0.00005546109,0.0001523661,0.0002985362,0.0003724378],"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":[0.00007625231,0.0000317759,0.000285656,0.0001173836,0.000002972483,0.0001509473,0.0002594766,0.00003268885,0.0006674994,0.005195916,0.8493834,0.143796],"study_design_scores_gemma":[0.000004303511,0.000008852635,0.000215651,0.00003612107,7.895649e-7,0.00008628605,0.0001030722,0.00002017376,0.00006686868,0.0002106716,0.9992448,0.000002463019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001640964,0.001481335,0.001279247,0.004599397,0.004161213,0.0001705184,0.001709174,0.001869855,0.9830883],"genre_scores_gemma":[0.003209463,0.0003809888,0.0003439632,0.0007842031,0.0001740152,0.0000335668,0.00069892,0.0003532172,0.9940216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8341152,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07419766662355319,"score_gpt":0.319895126346151,"score_spread":0.2456974597225978,"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."}}