{"id":"W4391170111","doi":"10.2218/ss.v40.9329","title":"Front Matter","year":2024,"lang":"en","type":"paratext","venue":"Scottish studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","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":[0.0008397828,0.001350832,0.0007684497,0.001121831,0.002645281,0.007304364,0.001133383,0.004523664,0.890564],"category_scores_gemma":[0.00442511,0.0003741591,0.0004899367,0.0009455786,0.001126942,0.00376521,0.002608004,0.001998519,0.7892144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119063,"about_ca_system_score_gemma":0.001869908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006234248,"about_ca_topic_score_gemma":0.01169536,"domain_scores_codex":[0.9990568,0.00009063452,0.00004696392,0.0001833041,0.0004161688,0.000206231],"domain_scores_gemma":[0.9982058,0.000264934,0.000120996,0.0002233887,0.0005181663,0.0006666887],"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":[0.0000376938,0.00002631286,0.0005032555,0.00017411,0.000004623716,0.0002291655,0.0001514085,0.00001817546,0.0003019653,0.004904573,0.8887345,0.1049143],"study_design_scores_gemma":[0.000004824761,0.000007130357,0.0005278743,0.00007668182,0.000001177801,0.00007576424,0.0000968933,0.00001332207,0.00003153417,0.0002931155,0.998869,0.00000263329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007111951,0.001864183,0.0001936483,0.006516693,0.004738342,0.00004154191,0.001208173,0.0004414691,0.9842848],"genre_scores_gemma":[0.003050345,0.0008259172,0.00009745757,0.001806442,0.0005651927,0.00001526496,0.0004948048,0.00009920231,0.9930455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.109436,"threshold_uncertainty_score":0.1560972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342991471148777,"score_gpt":0.2927980665680348,"score_spread":0.239368151856547,"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."}}