{"id":"W305620","doi":"","title":"Rodolfo Arnheim. Rudolf Arnheim's Italian Writings on Cinema (1932-1939)","year":2011,"lang":"en","type":"article","venue":"Aisberg (University of Bergamo)","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Historiography; Period (music); Film studies; Relevance (law); Context (archaeology); History; Art; Art history; Literature; Media studies; Sociology; Aesthetics; Political science; Law; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006979004,0.0002321591,0.0003591026,0.0001421317,0.001039558,0.00003292554,0.0008286146,0.0003060231,0.00318081],"category_scores_gemma":[0.00009647976,0.000291074,0.000357419,0.0006066498,0.0008263589,0.0006035918,0.0001578792,0.0002824276,0.0007298776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150648,"about_ca_system_score_gemma":0.0001747474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666352,"about_ca_topic_score_gemma":0.003640352,"domain_scores_codex":[0.997905,0.00020744,0.0002049526,0.0004637547,0.0005966541,0.0006222509],"domain_scores_gemma":[0.998643,0.0001236702,0.0002520078,0.0004484438,0.0002144451,0.0003184422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003749232,0.0009784813,0.03684572,0.0001409609,0.0004844631,0.0003262629,0.4540027,0.000006773025,0.0006092304,0.2211349,0.2617632,0.02333238],"study_design_scores_gemma":[0.002519783,0.0007695968,0.09402493,0.0003101584,0.0003596568,0.00001046771,0.3415415,0.0000269614,0.0008496807,0.00728108,0.5507376,0.001568537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5645558,0.0001120886,0.0001092326,0.002374128,0.0005117471,0.0002647787,0.0000499736,0.0001834343,0.4318388],"genre_scores_gemma":[0.9706685,0.0001904394,0.001541961,0.0004512405,0.000190775,4.379848e-7,0.0000199468,0.00002439924,0.02691229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061127,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597756790701002,"score_gpt":0.2306827413281494,"score_spread":0.1947051734211394,"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."}}