{"id":"W7096554341","doi":"","title":"© 2005 CMA Media Inc. or its licensors Letters","year":2005,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Quality (philosophy); Regulatory authority; Public trust; Regulatory state; Discipline","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009750642,0.000482254,0.0003615794,0.0009681387,0.003856116,0.007076818,0.0007417455,0.004436386,0.7135674],"category_scores_gemma":[0.006614685,0.0003813252,0.0002583195,0.001358307,0.00173388,0.002726285,0.001561591,0.003965177,0.5244761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499596,"about_ca_system_score_gemma":0.005060834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133711,"about_ca_topic_score_gemma":0.03138318,"domain_scores_codex":[0.9989423,0.0001381714,0.00005754348,0.0001207619,0.0005744711,0.0001668022],"domain_scores_gemma":[0.9959117,0.001080382,0.0002605219,0.000413719,0.001289491,0.001044297],"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":[0.00002077203,0.00001962458,0.0002444233,0.00006866991,0.000001495649,0.00007081561,0.0001252393,0.00001115702,0.000159369,0.004719191,0.9567055,0.03785374],"study_design_scores_gemma":[0.00000281493,0.000005148149,0.0002882427,0.00007203847,6.492791e-7,0.00002931449,0.0001653814,0.00001312046,0.00003363199,0.0002596235,0.9991277,0.000002398746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000783491,0.002761441,0.0001870569,0.04376134,0.004766965,0.00003762032,0.0005264574,0.0002781017,0.9468976],"genre_scores_gemma":[0.003826083,0.001742365,0.0001833976,0.007735061,0.000771063,0.00002177279,0.0001995014,0.00006959648,0.9854512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2864326,"threshold_uncertainty_score":0.4085613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648082870603927,"score_gpt":0.2988293008276139,"score_spread":0.2723484721215746,"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."}}