{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001718215,0.00007054408,0.0001904057,0.000514276,0.001214461,0.000002871636,0.0004245686,0.00005253511,0.00005973271],"category_scores_gemma":[0.0008756096,0.0000487403,0.00002019699,0.002838476,0.00924371,0.00003855396,0.0004153315,0.0002708636,2.094221e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001868934,"about_ca_system_score_gemma":0.0002620187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744651,"about_ca_topic_score_gemma":0.0004425679,"domain_scores_codex":[0.9990407,0.00008370027,0.0001767148,0.000252597,0.0002820953,0.0001642391],"domain_scores_gemma":[0.9994587,0.00003015242,0.0001194485,0.0002192827,0.00007832979,0.00009413108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006180178,0.0002099555,0.4972301,0.00009477781,0.00001878034,0.000005585862,0.1031347,0.000002822262,0.01030887,0.3606152,0.0002548302,0.02806249],"study_design_scores_gemma":[0.003450306,0.00204523,0.2686668,0.0005190228,0.0001745287,0.0002323761,0.115688,0.0002412562,0.001592143,0.5199403,0.08671986,0.0007301574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388756,0.001379154,0.000005232348,0.03247906,0.0003362088,0.0001916104,0.000003547745,0.00003430518,0.02669526],"genre_scores_gemma":[0.9995905,0.00001183953,0.00005028487,0.0000744149,0.0000806213,0.000007198821,3.450822e-7,0.000002862251,0.0001819903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2285633,"threshold_uncertainty_score":0.9934525,"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."}}