{"id":"W4240615867","doi":"10.4324/9781003008439-1","title":"Introduction","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005129622,0.0008878029,0.0006797519,0.001631203,0.001783843,0.005389892,0.001901016,0.002468611,0.4066809],"category_scores_gemma":[0.002351756,0.0003832158,0.0006067467,0.001693679,0.0008254219,0.004320428,0.002612906,0.002326743,0.2490363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798808,"about_ca_system_score_gemma":0.001750818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806617,"about_ca_topic_score_gemma":0.003545614,"domain_scores_codex":[0.9990766,0.00009722281,0.00005231669,0.0002078643,0.0004517055,0.0001142815],"domain_scores_gemma":[0.9994073,0.0001164807,0.00003557085,0.00006119013,0.0002803238,0.00009913195],"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":[0.00003173264,0.00005244677,0.0002867854,0.0004175784,0.000004866321,0.0001826793,0.0006455365,0.000178382,0.0003797775,0.06323381,0.7687321,0.1658543],"study_design_scores_gemma":[0.000001098055,0.000005884564,0.0001008446,0.0001207141,7.457243e-7,0.0000917337,0.0000908443,0.00001788361,0.00003778307,0.002402395,0.9971276,0.000002581548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008936851,0.01200134,0.004704019,0.005568799,0.005677239,0.0002000568,0.002879631,0.0009551741,0.9671201],"genre_scores_gemma":[0.004854503,0.01103821,0.004139841,0.003120946,0.001276443,0.0001500818,0.003703618,0.0004393016,0.9712772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5933191,"threshold_uncertainty_score":0.8462976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136766550348967,"score_gpt":0.1951536929617122,"score_spread":0.1637860274582225,"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."}}