{"id":"W4405108000","doi":"10.3366/irss.2024.0034","title":"Front 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":"Front (military); Geology; Oceanography","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":[0.0009686444,0.001101974,0.0006177064,0.00205066,0.001585224,0.005103969,0.0008498366,0.003289204,0.8613165],"category_scores_gemma":[0.004182407,0.0002849406,0.0003356042,0.002414202,0.001240765,0.002206007,0.002316961,0.001192173,0.720449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145973,"about_ca_system_score_gemma":0.003353571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008979524,"about_ca_topic_score_gemma":0.01443228,"domain_scores_codex":[0.9993986,0.00007564228,0.00002962643,0.00008664006,0.0002709588,0.0001385179],"domain_scores_gemma":[0.9981874,0.0003968188,0.0001336392,0.0001489789,0.0006888096,0.000444388],"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":[0.00003681779,0.00001560875,0.0002032059,0.0002401016,0.000002652881,0.00004847205,0.00005456401,0.00002133203,0.0001473629,0.004799379,0.9027801,0.09165044],"study_design_scores_gemma":[0.000006614742,0.000006921779,0.0005564263,0.0001718804,0.000001508588,0.00003268658,0.00008255022,0.000009421424,0.00003653707,0.0004285813,0.9986646,0.000002324669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007291012,0.004688871,0.0001669293,0.008693716,0.006152789,0.00004771029,0.002923508,0.0003418927,0.9762555],"genre_scores_gemma":[0.003064962,0.001972176,0.0001422301,0.002543266,0.000735163,0.00002379385,0.0007824404,0.00008418784,0.9906518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1386835,"threshold_uncertainty_score":0.1978152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066422908872114,"score_gpt":0.39287502158124,"score_spread":0.3522107924925189,"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."}}