{"id":"W2596297604","doi":"","title":"The Irish Are Coming: Irish Film and Television in 2015","year":2016,"lang":"en","type":"article","venue":"Journal of Irish Studies","topic":"Irish and British Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Entertainment; Pronunciation; History; Media studies; Comics; Drama; Art; Art history; Literature; Sociology; Visual arts; Linguistics; Philosophy","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":[0.001058005,0.0004164274,0.0002534302,0.001254672,0.00609688,0.006444038,0.0006177603,0.001420285,0.02944397],"category_scores_gemma":[0.001890604,0.0002275073,0.0003998337,0.001529941,0.001239306,0.002633745,0.003070539,0.003527487,0.006281893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009300865,"about_ca_system_score_gemma":0.002813188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2087507,"about_ca_topic_score_gemma":0.5596946,"domain_scores_codex":[0.9991353,0.00011828,0.00002533317,0.00008428788,0.0002805536,0.0003563041],"domain_scores_gemma":[0.9993079,0.00007161823,0.00003548326,0.00002035307,0.0001959268,0.0003687121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002469508,0.00009386165,0.006181623,0.0002382581,0.00001697913,0.001480647,0.05778511,0.00005208805,0.0006566735,0.006539321,0.8973665,0.02934194],"study_design_scores_gemma":[0.000008690776,0.00003022317,0.0183862,0.0003667022,0.00001002643,0.0001940225,0.06944222,0.00003993219,0.0002924999,0.0001462283,0.9110599,0.00002343104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1032566,0.006446892,0.0002392578,0.03766046,0.01661832,0.0001139858,0.006152949,0.000241317,0.8292703],"genre_scores_gemma":[0.3663617,0.00512651,0.0004928994,0.01528125,0.004294347,0.0001039205,0.007331875,0.0005167266,0.6004909],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2087507,"threshold_uncertainty_score":0.4150712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317486123253745,"score_gpt":0.3602786304021849,"score_spread":0.3171037691696474,"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."}}