{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002641222,0.0001845653,0.0002197265,0.00007822543,0.000141247,0.00002740695,0.0003046051,0.00005734944,0.001315524],"category_scores_gemma":[0.0001222965,0.0001733805,0.0001071083,0.0003145568,0.0001021327,0.0001635265,0.0001554397,0.0001871054,0.110097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500693,"about_ca_system_score_gemma":0.0000976906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002292894,"about_ca_topic_score_gemma":0.000217169,"domain_scores_codex":[0.9984821,0.00006406715,0.0002504715,0.0003568061,0.0003698735,0.0004766607],"domain_scores_gemma":[0.9990702,0.00006856903,0.00007611353,0.0005502771,0.00007449235,0.0001603472],"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":[0.00008258133,0.0005867804,0.01042335,0.00000914442,0.0001946761,0.00002576195,0.001479386,0.00008769666,0.005729523,0.01226649,0.9453107,0.0238039],"study_design_scores_gemma":[0.0006771027,0.00003709911,0.02845652,0.000008249052,0.00003061293,0.00000861978,0.0000404262,0.00003471412,0.0005652597,0.0001321908,0.9697814,0.0002278026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1358496,0.00160906,0.00001518971,0.002926788,0.0002169372,0.0002926847,0.00005091342,0.0006731293,0.8583657],"genre_scores_gemma":[0.9894817,0.00003145873,0.001699387,0.0004774996,0.000662962,0.00004187076,0.000007815034,0.00008798768,0.007509255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8536322,"threshold_uncertainty_score":0.9995974,"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."}}