{"id":"W4307454927","doi":"10.1163/26669323-bja10001","title":"Producing Knowledge of the Sea Coast: Marine Life and a Tang Geographical Miscellany of Lingnan","year":2022,"lang":"en","type":"article","venue":"East Asian Science Technology and Medicine","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Miscellany; Context (archaeology); Geography; Shore; China; Ethnography; Marine life; Ancient history; History; Archaeology; Fishery; Classics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00167431,0.000251637,0.0001759904,0.002037597,0.00513503,0.00388997,0.0004165207,0.0004726672,0.002727028],"category_scores_gemma":[0.001316986,0.0001307995,0.0001072187,0.002466882,0.01433384,0.00316293,0.002770622,0.001182089,0.0001083661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005629494,"about_ca_system_score_gemma":0.004941766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01804429,"about_ca_topic_score_gemma":0.04992636,"domain_scores_codex":[0.9994381,0.0003116794,0.00003126343,0.00006308596,0.00008821825,0.00006774076],"domain_scores_gemma":[0.9989748,0.0005635915,0.0001333412,0.00009430253,0.0001088916,0.0001250564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001882609,0.00001139137,0.007304077,0.0001704764,0.000006227173,0.001304507,0.8124715,0.0001228224,0.0009831275,0.1447558,0.00169588,0.03115545],"study_design_scores_gemma":[0.00001034375,0.00006872242,0.02985527,0.0006870431,0.00002422163,0.0009218416,0.5824805,0.0003568901,0.001371987,0.05356981,0.3306176,0.00003582703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6477685,0.008632556,0.003657442,0.01655552,0.000189697,0.00004776663,0.00008865113,0.00004557341,0.3230142],"genre_scores_gemma":[0.9889483,0.001561026,0.0006672813,0.0002365513,0.00003422988,0.000009519881,0.00001997318,0.000007150661,0.008515962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9948649,"threshold_uncertainty_score":0.04084504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518273904106575,"score_gpt":0.27693960373098,"score_spread":0.2617568646899143,"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."}}