{"id":"W2492991871","doi":"10.1057/9781137453471_14","title":"Irish Society as Portrayed in Irish Films","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; History; Philosophy; Linguistics","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":[0.00227036,0.0008836362,0.0003583937,0.002205897,0.008541402,0.01565105,0.001088307,0.00180511,0.008461166],"category_scores_gemma":[0.00298369,0.0004320219,0.0003782398,0.002721955,0.008395045,0.004087652,0.007028965,0.003522606,0.001339612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00936548,"about_ca_system_score_gemma":0.00301852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05186351,"about_ca_topic_score_gemma":0.09573265,"domain_scores_codex":[0.9966379,0.00142739,0.00007779801,0.0002169127,0.0006928251,0.0009472013],"domain_scores_gemma":[0.999108,0.0002769306,0.0001584379,0.00006517844,0.0001820884,0.0002093562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008335945,0.00006028024,0.002970936,0.0001800375,0.00002033598,0.001308841,0.9108099,0.00008448053,0.001784396,0.0429573,0.02575444,0.01398576],"study_design_scores_gemma":[0.000007164915,0.00002724148,0.005952816,0.0002618359,0.0000110609,0.00033966,0.6932065,0.00005700399,0.0003271976,0.0008367704,0.298941,0.00003172371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2491762,0.002351212,0.0004056861,0.009198809,0.001196388,0.00005126145,0.0002127881,0.00006169987,0.737346],"genre_scores_gemma":[0.9051626,0.003495158,0.0003126292,0.001842334,0.0005212681,0.00007750287,0.0001995803,0.0001622385,0.08822673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05186351,"threshold_uncertainty_score":0.1031233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274438360284804,"score_gpt":0.2788534366189945,"score_spread":0.2561090530161465,"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."}}