{"id":"W4385594896","doi":"10.59962/9780774831253","title":"Framed","year":2015,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001633706,0.0008859116,0.0005534606,0.00204301,0.007181633,0.01002458,0.002661481,0.003094047,0.1146899],"category_scores_gemma":[0.004777963,0.0003736285,0.000801383,0.002096346,0.006272951,0.005445108,0.004853374,0.003322532,0.03059657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02201039,"about_ca_system_score_gemma":0.01413051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2341329,"about_ca_topic_score_gemma":0.2694812,"domain_scores_codex":[0.997661,0.0003866967,0.00004174024,0.0003810265,0.001121925,0.0004076973],"domain_scores_gemma":[0.9979495,0.0002714074,0.00005448576,0.0004747823,0.0009768743,0.0002730231],"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":[0.00002364284,0.00001244212,0.0001009039,0.00009697003,0.000003221022,0.0001238989,0.003481283,0.0001152546,0.0002744411,0.3159137,0.6110339,0.06882039],"study_design_scores_gemma":[0.000001221958,0.000001843762,0.00005814644,0.00006051298,0.000001232882,0.00002950824,0.0004381303,0.00003174982,0.00005812809,0.005862809,0.9934522,0.000004379593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001129302,0.002727466,0.01234367,0.01247533,0.007525677,0.0001361628,0.001073161,0.001031164,0.961558],"genre_scores_gemma":[0.03442666,0.003177331,0.009128965,0.005857992,0.001520883,0.0001904776,0.002207256,0.00107477,0.9424156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2341329,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208002140576924,"score_gpt":0.2294136477533232,"score_spread":0.197333626347554,"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."}}