{"id":"W7056767605","doi":"","title":"Fiddle Sound in Newfoundland in the 21st Century","year":2019,"lang":"en","type":"dissertation","venue":"SETU Waterford Libraries - Open Access Repository","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Settlement (finance); Order (exchange); Musical; Human settlement; Style (visual arts)","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003407013,0.0004106021,0.0005161884,0.0003138042,0.0002575931,0.00682028,0.004227106,0.0001826624,0.02536367],"category_scores_gemma":[0.000007939121,0.0003014807,0.0001052929,0.0004566574,0.00006797491,0.001120475,0.001159943,0.000856399,0.00007103152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003482213,"about_ca_system_score_gemma":0.0005987466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04602876,"about_ca_topic_score_gemma":0.00654756,"domain_scores_codex":[0.9972189,0.000287795,0.0007177011,0.0006655951,0.0005515329,0.0005584896],"domain_scores_gemma":[0.9984857,0.0002002995,0.0002953593,0.0008890809,0.00005460633,0.00007493192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008446005,0.0006609567,0.90076,0.000657936,0.0001493489,0.00007804222,0.007924479,0.0000283489,0.0003000286,0.01861026,0.01549091,0.05449509],"study_design_scores_gemma":[0.003808032,0.000273961,0.4004633,0.0008896734,0.00009449074,0.000004060562,0.04209572,0.0003210825,0.00200973,0.006323252,0.5420325,0.001684209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3817171,0.0002437952,8.423242e-7,0.0002218278,0.0008725479,0.001751468,0.00002776634,0.00001031452,0.6151543],"genre_scores_gemma":[0.8510191,0.0000618261,0.00002854248,0.0001078805,0.0004279779,0.0006378617,0.003706115,0.00005980929,0.1439509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5265415,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269919397068457,"score_gpt":0.3226018055104964,"score_spread":0.2956098658036507,"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."}}