{"id":"W6948456629","doi":"10.48633/ksttx.2010.2.87830","title":"Transnational System Schlock","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; German; Hollywood; Criticism; Assertion; Auteur theory; Entertainment; Feature film; Feature (linguistics)","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":[0.0009721586,0.0004508952,0.000284858,0.001427898,0.004452172,0.008151717,0.0007738272,0.002228166,0.05388787],"category_scores_gemma":[0.001902522,0.000305236,0.000413564,0.001511713,0.007409166,0.008403936,0.005872603,0.00264175,0.007837446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005174654,"about_ca_system_score_gemma":0.002879422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389427,"about_ca_topic_score_gemma":0.01252041,"domain_scores_codex":[0.9983035,0.0003925617,0.00008980125,0.0006045974,0.0003014005,0.0003080432],"domain_scores_gemma":[0.999549,0.00007969372,0.00003934319,0.0001697004,0.0001115588,0.00005075065],"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":[0.0000054064,0.000004203812,0.0001677977,0.00001744257,0.000002929245,0.00009143351,0.003230533,0.00005579531,0.0001267211,0.9828873,0.004850157,0.008560247],"study_design_scores_gemma":[0.000008085731,0.00001526662,0.0006521623,0.0001189698,0.00001039021,0.0002501021,0.005639835,0.0003697934,0.000319261,0.1336489,0.8589543,0.00001289678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009645493,0.001045482,0.008228874,0.003099981,0.0003689691,0.0000449646,0.0001251751,0.0001167891,0.9773242],"genre_scores_gemma":[0.5477498,0.00261197,0.005586473,0.002791909,0.000269788,0.0001534896,0.0004056561,0.000289026,0.440142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05388787,"threshold_uncertainty_score":0.1802729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06179704221902799,"score_gpt":0.2498061467043682,"score_spread":0.1880091044853402,"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."}}