{"id":"W4386131880","doi":"10.59962/9780774851848","title":"Frigates and Foremasts","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.000426484,0.0003372883,0.0001571357,0.001092515,0.007977256,0.00432907,0.0005694784,0.0007188394,0.01718377],"category_scores_gemma":[0.001935594,0.0002133964,0.0001638537,0.0013515,0.005300485,0.002517865,0.001842009,0.001664213,0.00146988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01486116,"about_ca_system_score_gemma":0.01159448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6503934,"about_ca_topic_score_gemma":0.8327724,"domain_scores_codex":[0.9993498,0.00008901105,0.00001415704,0.00009934571,0.000191947,0.000255743],"domain_scores_gemma":[0.999292,0.0001356126,0.0000743081,0.00005182997,0.0001454679,0.0003007169],"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":[0.00009255731,0.00004168679,0.01211833,0.0002686218,0.00001317013,0.001210925,0.1601862,0.0002002805,0.001100496,0.2606365,0.4821828,0.08194834],"study_design_scores_gemma":[0.000001168178,0.000006995642,0.008921278,0.0001919697,0.000001485387,0.00008705725,0.0209604,0.00001312683,0.00005678478,0.001343763,0.9684101,0.000005954931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1262885,0.03066148,0.000579951,0.02986917,0.003534545,0.00004348678,0.0005618923,0.00004589621,0.8084151],"genre_scores_gemma":[0.4935617,0.01498991,0.0003544424,0.004783592,0.0007053945,0.00003287829,0.0003258697,0.0001299196,0.4851162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6503934,"threshold_uncertainty_score":0.7033309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058667888475225,"score_gpt":0.1712017387305326,"score_spread":0.1506150598457804,"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."}}