{"id":"W6887847236","doi":"10.17630/feec0aab-7588-4960-b3ec-507ce04adca4","title":"The Dundee Arctic Trade, 1858-1922: People, Connections and Places on the Peripheries (thesis data)","year":2023,"lang":"en","type":"dataset","venue":"University of St Andrews","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collation; Whaling; Arctic; The arctic; Metadata; Data file","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006235301,0.0003280895,0.0004517805,0.0001839259,0.002144335,0.0001514641,0.001771731,0.000221712,0.000350512],"category_scores_gemma":[0.0003095859,0.0002583215,0.0001189421,0.0005801528,0.001246602,0.0002534875,0.0007337218,0.0006018916,0.00143752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065114,"about_ca_system_score_gemma":0.0001598875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006819121,"about_ca_topic_score_gemma":0.111974,"domain_scores_codex":[0.9980786,0.000327365,0.0001891737,0.0005821246,0.0004779974,0.0003447017],"domain_scores_gemma":[0.9957355,0.002207309,0.0003639583,0.00153377,0.00006073773,0.00009873963],"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":[0.0002331272,0.00006001018,0.00007911689,0.00008342121,0.0004055575,0.00001581573,0.000528559,0.00000715155,0.000004385442,0.0002479004,0.9982032,0.0001317249],"study_design_scores_gemma":[0.0004214422,0.0001040358,0.005084583,0.0001248771,0.0006077313,0.00001129545,0.01964223,0.00006505396,0.000001578565,0.00007213874,0.9735792,0.0002858791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002648734,0.0002071948,0.000002079679,0.002635268,0.0002515934,0.0004458177,0.9934857,0.00008804278,0.0002355188],"genre_scores_gemma":[0.002277348,0.006661907,0.00001837592,0.00007248422,0.000129665,0.000001721439,0.9889548,0.0000631423,0.001820508],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1051549,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792673391818058,"score_gpt":0.2281224564043101,"score_spread":0.1901957224861296,"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."}}