{"id":"W2579146455","doi":"","title":"D.A. Pennebaker and the politics and aesthetics of mature-period direct cinema","year":2016,"lang":"en","type":"dissertation","venue":"Figshare","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; Period (music); Ideology; Politics; Aesthetics; Film theory; Art; Literature; Political science; Law","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":[0.00112952,0.0001939386,0.0001126911,0.0004657275,0.004641965,0.005232146,0.0003692737,0.0008930358,0.004354637],"category_scores_gemma":[0.00338427,0.0001287892,0.00008092711,0.0004813546,0.00997001,0.003243905,0.001733545,0.001949265,0.0003697137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00268845,"about_ca_system_score_gemma":0.0009959404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473464,"about_ca_topic_score_gemma":0.01145023,"domain_scores_codex":[0.9989501,0.0006534074,0.00001758126,0.0001497732,0.0001432799,0.00008595584],"domain_scores_gemma":[0.9983426,0.001170328,0.0001291036,0.00009284424,0.0001360323,0.0001289838],"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":[0.00005410842,0.0000352969,0.002189755,0.0002025745,0.000004976235,0.0005938073,0.2615258,0.0001180577,0.00157478,0.6412056,0.03327903,0.0592162],"study_design_scores_gemma":[0.00001184587,0.00006014991,0.005007674,0.0003264581,0.000005789591,0.001137819,0.08906026,0.0002531894,0.0009807958,0.03328133,0.8698542,0.0000205134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3010389,0.02535467,0.008681285,0.03013887,0.0009631615,0.00006321161,0.00007369453,0.00008579285,0.6336004],"genre_scores_gemma":[0.9421064,0.002843332,0.001460639,0.0009084459,0.0002006238,0.00002747255,0.00001483934,0.00004508234,0.0523932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006473464,"threshold_uncertainty_score":0.01950616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091668017537971,"score_gpt":0.2251947547492804,"score_spread":0.2042780745739007,"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."}}