{"id":"W1796718181","doi":"10.21083/irss.v13i0.633","title":"Vol.13 Front Matter","year":2008,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000838203,0.001098446,0.001179862,0.001311124,0.0009941903,0.003596429,0.0008201211,0.002829403,0.8405436],"category_scores_gemma":[0.001919751,0.0003128156,0.0005205351,0.001288007,0.0009060533,0.001621645,0.001213041,0.001383489,0.719919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008480501,"about_ca_system_score_gemma":0.0009616357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101228,"about_ca_topic_score_gemma":0.003485509,"domain_scores_codex":[0.9995521,0.0000441585,0.00003061951,0.0001362608,0.0001515372,0.0000852486],"domain_scores_gemma":[0.9989033,0.0001937956,0.00008389952,0.00009452555,0.0004138088,0.0003106558],"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":[0.0002081211,0.0001093826,0.001288187,0.0009354528,0.00004477367,0.0003022956,0.00006697597,0.0001211955,0.001681528,0.006311718,0.6755358,0.3133946],"study_design_scores_gemma":[0.00002351803,0.00002867575,0.002398657,0.0002011693,0.0000110879,0.0002066415,0.00006241797,0.00004823002,0.0001624294,0.000526675,0.9963242,0.000006270282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003659515,0.02560088,0.0005511096,0.01385473,0.006576616,0.00008195638,0.00336942,0.0007253535,0.9455803],"genre_scores_gemma":[0.01324641,0.01440743,0.000546056,0.005382989,0.002551645,0.00004590372,0.001879652,0.0002056321,0.9617344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1594564,"threshold_uncertainty_score":0.2274452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06589614499620597,"score_gpt":0.2703667786492614,"score_spread":0.2044706336530554,"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."}}