{"id":"W7111520263","doi":"","title":"The Bradford 12 - An Obstinate Memory","year":2024,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Praxis; Diaspora; Filmmaking; Resistance (ecology); TRACE (psycholinguistics); Politics; Economic Justice; State (computer science)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001344385,0.0002799605,0.0004153606,0.0003057115,0.0003072355,0.00007795489,0.0004345875,0.000230241,0.0004389595],"category_scores_gemma":[0.00002494376,0.0002779159,0.0002713565,0.0000699612,0.0001497725,0.0001169431,0.0002436213,0.0004344563,0.001311295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980767,"about_ca_system_score_gemma":0.00003811369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000043958,"about_ca_topic_score_gemma":0.0003688695,"domain_scores_codex":[0.9988791,0.000004168537,0.0002631405,0.0005035207,0.00005045889,0.0002995865],"domain_scores_gemma":[0.9990962,0.00007656089,0.0002323893,0.0004472848,0.00002764865,0.0001199258],"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":[0.00002129165,0.000009771015,0.0001042421,0.00005923057,0.0002227886,0.0002077276,0.0001691927,0.00000465786,3.860254e-7,0.988499,0.00923724,0.001464512],"study_design_scores_gemma":[0.0001948007,0.0000381796,0.00009602682,0.00005344419,0.00006613003,0.000005445576,0.0001589878,0.00003622859,0.000001062665,0.1107503,0.8883151,0.0002842678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000213798,0.01088854,0.00003790786,0.00125511,0.001934364,0.0002139543,0.000293187,0.00009073269,0.9850724],"genre_scores_gemma":[0.003225606,0.006149186,0.00001708927,0.00008937839,0.0004155968,8.102435e-7,0.00004265305,0.00005094567,0.9900087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8790779,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965401627366812,"score_gpt":0.1804668141723525,"score_spread":0.1508127978986844,"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."}}