{"id":"W4405107820","doi":"10.3366/irss.2024.0041","title":"Back matter","year":2024,"lang":"en","type":"paratext","venue":"International Review of Scottish Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001129306,0.0007963106,0.0008851456,0.002084938,0.003182972,0.009604312,0.001257695,0.005153354,0.8424527],"category_scores_gemma":[0.008312833,0.0003971767,0.000710364,0.002546641,0.001655335,0.002383251,0.002925446,0.002738197,0.767649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706288,"about_ca_system_score_gemma":0.004981014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385942,"about_ca_topic_score_gemma":0.02608905,"domain_scores_codex":[0.9989177,0.0001152755,0.00005730488,0.0001355891,0.0005458278,0.000228308],"domain_scores_gemma":[0.9977483,0.0003368596,0.00009958715,0.0002661012,0.001090969,0.0004582289],"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":[0.0000207041,0.000009782078,0.00006564211,0.00008738891,0.000002101411,0.00002508426,0.00002379457,0.00001056917,0.00004623837,0.003466066,0.974144,0.02209858],"study_design_scores_gemma":[0.000006465147,0.000005106642,0.0002713098,0.0001108192,0.000001830129,0.00001616893,0.00005391424,0.000009384853,0.00003302916,0.0006529751,0.9988359,0.000003054956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003690626,0.002250903,0.0001234667,0.01558078,0.0129131,0.0000700657,0.002809388,0.0004367291,0.9654465],"genre_scores_gemma":[0.001019847,0.0004391098,0.00004215197,0.002704816,0.0005325546,0.00002006585,0.0004157616,0.00006770784,0.9947581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1575473,"threshold_uncertainty_score":0.2247221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833515927887154,"score_gpt":0.4000029694368826,"score_spread":0.3516678101580111,"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."}}