{"id":"W4250514499","doi":"10.1080/09670882.2011.541667","title":"Bernard MacLaverty","year":2011,"lang":"en","type":"article","venue":"Irish Studies Review","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scrutiny; Reading (process); The Holocaust; Politics; Art history; Northern ireland; History; Sociology; Psychoanalysis; Classics; Law; Political science; Ethnology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007831873,0.00015192,0.0005174784,0.00002425802,0.000727631,0.00001626186,0.0002893613,0.00004467873,0.00095703],"category_scores_gemma":[0.0009449119,0.0001262185,0.0001725917,0.0003189896,0.0005304925,0.0001553248,0.0001584626,0.0001129945,0.0005330963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007775151,"about_ca_system_score_gemma":0.00006194339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009358782,"about_ca_topic_score_gemma":0.0002572623,"domain_scores_codex":[0.9984556,0.0001888537,0.0003146805,0.0002589877,0.0003466485,0.0004351708],"domain_scores_gemma":[0.9992114,0.00008527766,0.0001144154,0.0001908784,0.0002997494,0.00009823567],"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":[0.000001720875,0.00002627532,0.001266865,0.0004501777,0.0001094473,0.00003619685,0.003279412,1.681539e-9,1.575831e-7,0.0001294551,0.9491271,0.04557322],"study_design_scores_gemma":[0.00009340762,0.0000279146,0.002882442,0.001157068,0.0001122868,0.000004388194,0.003317936,2.963921e-8,0.000004581241,0.0002924142,0.9919168,0.0001907729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0002953846,0.4667236,0.000002961659,0.003097991,0.0004081877,0.0002936714,0.000003707544,0.0000909606,0.5290835],"genre_scores_gemma":[0.01174986,0.9768853,0.0004227334,0.004752967,0.0003124693,0.00008810889,0.0000010479,0.00001102708,0.005776553],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.523307,"threshold_uncertainty_score":0.9999563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606221895810025,"score_gpt":0.3959778382715841,"score_spread":0.2353556486905816,"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."}}