{"id":"W4389577636","doi":"10.3366/irss.2023.0013","title":"Back matter","year":2023,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000684235,0.0005834469,0.00185205,0.0003854753,0.00005055485,0.0000379182,0.001239024,0.0001426277,0.1363314],"category_scores_gemma":[0.000758576,0.0005084564,0.0006258481,0.0004985445,0.0003699722,0.0001816861,0.0009409717,0.000388116,0.9253263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375851,"about_ca_system_score_gemma":0.0001135398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006203285,"about_ca_topic_score_gemma":0.0000147282,"domain_scores_codex":[0.9959416,0.0001445397,0.001561678,0.0006841826,0.00131672,0.0003512457],"domain_scores_gemma":[0.9956982,0.0004021384,0.001413393,0.0005480727,0.001875608,0.00006258224],"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":[0.000008029784,0.00003854911,0.00007283228,0.03294638,0.002596415,0.000006526711,0.00003786137,0.00000199215,0.00001787564,0.00006219246,0.9635044,0.0007069447],"study_design_scores_gemma":[0.0001640666,0.00001913123,0.0002278081,0.1481687,0.0001947233,0.00001484085,0.00003654933,7.489145e-7,0.00003924483,0.00004404974,0.8507408,0.0003492901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00001512103,0.4577285,0.000002392387,0.002042895,0.007771215,0.0005056212,0.002383327,0.00001901445,0.529532],"genre_scores_gemma":[0.00001946851,0.5135273,0.0001400773,0.001516956,0.0006333141,0.0001440689,0.0007364794,0.0001343732,0.4831479],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7889949,"threshold_uncertainty_score":0.9997367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06910764577673548,"score_gpt":0.4080966150990189,"score_spread":0.3389889693222834,"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."}}