{"id":"W2791578482","doi":"10.1515/ausfm-2017-0006","title":"The Great War: Cinema, Propaganda, and The Emancipation of Film Language","year":2017,"lang":"en","type":"article","venue":"Acta Universitatis Sapientiae Film and Media Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Movie theater; Battle; Emancipation; Hollywood; German; Humanity; Art; Art history; History; Spanish Civil War; Literature; Politics; Law; Ancient history; Political science; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003879936,0.0001300018,0.000385302,0.00006733585,0.001171275,0.00004148209,0.0001930881,0.00003519408,0.00002044621],"category_scores_gemma":[0.001125735,0.00008176118,0.00005860551,0.00005103567,0.001111264,0.0002010662,0.0002926117,0.000079062,0.000006402874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001497885,"about_ca_system_score_gemma":0.000009016687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002486396,"about_ca_topic_score_gemma":0.001319465,"domain_scores_codex":[0.9992823,0.00001913544,0.0002377293,0.0002209564,0.00005435229,0.0001855553],"domain_scores_gemma":[0.9986219,0.0005621889,0.0003740934,0.0003216043,0.00007670237,0.00004353048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006505956,0.00009741517,0.1692762,0.0005758526,0.002884709,0.00004268129,0.4550067,0.000002711287,0.0001433383,0.1877703,0.1454218,0.03812767],"study_design_scores_gemma":[0.01434078,0.0003460528,0.574533,0.000302942,0.0005745685,0.00001850406,0.2785574,0.0005554139,0.000503514,0.01866297,0.1108105,0.000794274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095721,0.07230138,0.00002301106,0.008595099,0.0009091247,0.0003745248,0.0001454014,0.00001448601,0.008064937],"genre_scores_gemma":[0.9563494,0.04069274,0.00007971957,0.00004297858,0.00006606743,0.00001305191,0.000006111063,0.000007196321,0.002742783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052568,"threshold_uncertainty_score":0.9008616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131448755666314,"score_gpt":0.2350035767452428,"score_spread":0.2136890891885797,"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."}}