{"id":"W306954666","doi":"10.3138/cjfs.20.1.144","title":"New Irish Storytellers: Narrative Strategies in Film","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Film Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Irish; Movie theater; Storytelling; Narrative; History; Film studies; Media studies; Indigenous; National cinema; Censorship; Sociology; Literature; Art; Art history; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005327782,0.0001308992,0.0003604521,0.000278852,0.0006361255,0.00007209305,0.0002839214,0.00007083966,0.0005351899],"category_scores_gemma":[0.0005175191,0.0001240535,0.00009534918,0.0003220091,0.0005859221,0.0005269448,0.00001669108,0.0002483837,0.00001327176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035403,"about_ca_system_score_gemma":0.003449027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1384682,"about_ca_topic_score_gemma":0.7292402,"domain_scores_codex":[0.9987,0.0001355892,0.0003445626,0.0001218742,0.0002167232,0.0004812861],"domain_scores_gemma":[0.9988035,0.00009416832,0.0001851452,0.0000677725,0.0004048299,0.0004446058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008187504,0.000006223689,0.00680952,0.000005375498,0.0001032723,0.0002983044,0.3913986,0.000006138062,7.126468e-7,0.0002531842,0.599416,0.001694514],"study_design_scores_gemma":[0.0003332426,0.0001368367,0.02683365,0.0001513509,0.00002185812,0.00001115876,0.8918403,3.368069e-7,0.00001096735,0.001871856,0.07861912,0.0001692543],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3928926,0.06912331,0.00004057793,0.004170286,0.003404663,0.0002909262,0.00002036967,0.00002277908,0.5300345],"genre_scores_gemma":[0.99332,0.002600961,0.0006578373,0.0001975405,0.0004346961,0.000002612573,2.625638e-7,0.00000895758,0.002777106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6004274,"threshold_uncertainty_score":0.8672689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07114882067771261,"score_gpt":0.3133166758644315,"score_spread":0.2421678551867189,"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."}}