{"id":"W4320517763","doi":"10.3828/sh.2005.33.8","title":"Léirmheasanna","year":2005,"lang":"en","type":"article","venue":"Studia Hibernica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Wycliffe College","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784371,0.0004139537,0.0004585998,0.0009744095,0.001240007,0.00211918,0.0005273379,0.0005961725,0.2801887],"category_scores_gemma":[0.001108343,0.0001919257,0.0001590174,0.001245056,0.0004993451,0.001492935,0.001974495,0.001060238,0.09528717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009194108,"about_ca_system_score_gemma":0.0007907004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878023,"about_ca_topic_score_gemma":0.002867247,"domain_scores_codex":[0.9996395,0.00008517626,0.00001409273,0.0000794024,0.0001063608,0.00007537776],"domain_scores_gemma":[0.9996352,0.0001120271,0.00003487936,0.00008861387,0.00006733285,0.00006187679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002499767,0.0001300677,0.002878769,0.0009708736,0.00002465829,0.0005411154,0.002381152,0.0003138168,0.002756323,0.1237962,0.2839015,0.5820556],"study_design_scores_gemma":[0.000007745429,0.00002256019,0.002639845,0.0001871067,0.000005480298,0.000184247,0.0003135151,0.00005060441,0.0004750185,0.002587593,0.993521,0.000005346581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01329753,0.01450295,0.001073839,0.00587531,0.001345371,0.00003338182,0.001693035,0.0006907656,0.9614878],"genre_scores_gemma":[0.09053901,0.01010057,0.001756013,0.0006982897,0.0005046909,0.0001275975,0.00127153,0.0002915353,0.8947107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2801887,"threshold_uncertainty_score":0.9373247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975846126086869,"score_gpt":0.2864094612904696,"score_spread":0.2666510000296008,"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."}}