{"id":"W259057109","doi":"","title":"Genre and Cinema: Ireland and Transnationalism","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Film Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Movie theater; Transnationalism; Narrative; Scholarship; Media studies; Politics; Subject (documents); National cinema; History; Sociology; Literature; Art history; Art; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451183,0.0000600582,0.0001783632,0.00009644686,0.001114812,0.00002326075,0.00005205387,0.00003260298,0.00002286336],"category_scores_gemma":[0.000287269,0.00005314866,0.000028616,0.00008499828,0.0007655421,0.0001265846,0.000005609585,0.00008257166,7.276692e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978096,"about_ca_system_score_gemma":0.0003518578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004844744,"about_ca_topic_score_gemma":0.08356137,"domain_scores_codex":[0.9994355,0.00003727199,0.0001462332,0.00006495821,0.0001345169,0.0001814476],"domain_scores_gemma":[0.9993344,0.00009752872,0.00005808912,0.00002089782,0.0002338087,0.0002553032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000009295067,0.000009109754,0.1907542,0.00003539009,0.0003661657,0.001044206,0.1399473,0.000002903535,0.000005257524,0.001669317,0.659623,0.006533864],"study_design_scores_gemma":[0.001004293,0.0001384328,0.6248965,0.0001011317,0.00008493084,0.0007434515,0.06422034,0.000001806574,0.000006610927,0.001539944,0.3070057,0.0002569276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538037,0.1177067,0.000003800811,0.01566831,0.0003517698,0.00006111092,0.00001774307,0.000003950353,0.01238291],"genre_scores_gemma":[0.977775,0.02068299,0.0001127959,0.0002646885,0.0002257086,9.66483e-7,2.367047e-7,0.000003234375,0.0009344282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4341423,"threshold_uncertainty_score":0.9331613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876993856020315,"score_gpt":0.287013791906901,"score_spread":0.2482438533466979,"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."}}