{"id":"W4317141998","doi":"10.3828/sh.2007.34.9","title":"Léirmheasanna","year":2007,"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":"Environmental science","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":[0.0003832238,0.0004599916,0.0005099467,0.001029609,0.001258465,0.002185684,0.0005424276,0.0006289,0.2836386],"category_scores_gemma":[0.001097245,0.0001994075,0.0001769917,0.001258179,0.0005249317,0.001488237,0.002098699,0.001138022,0.09866165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009474742,"about_ca_system_score_gemma":0.0008267834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747918,"about_ca_topic_score_gemma":0.002464907,"domain_scores_codex":[0.9996161,0.00008987347,0.00001516393,0.00008714948,0.0001110018,0.00008059609],"domain_scores_gemma":[0.9996288,0.0001139805,0.00003603423,0.00009045113,0.00006692117,0.00006378323],"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":[0.0002634336,0.0001402729,0.002703541,0.001087873,0.00002708531,0.0006134369,0.002203427,0.000335095,0.003012709,0.1195132,0.2591123,0.6109875],"study_design_scores_gemma":[0.000008553321,0.00002537216,0.002750505,0.000204249,0.000005865994,0.0002143439,0.0003038711,0.00005527158,0.0005206866,0.002757131,0.9931481,0.000005953065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01463318,0.0167374,0.001250527,0.006125454,0.001657358,0.00003985441,0.001959821,0.0008307439,0.9567657],"genre_scores_gemma":[0.09886862,0.01141633,0.002137902,0.0007580429,0.000646479,0.0001523989,0.001459794,0.0003627015,0.8841978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2836386,"threshold_uncertainty_score":0.9488657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143424334649027,"score_gpt":0.3080814967909931,"score_spread":0.2866472534445029,"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."}}