{"id":"W2103224968","doi":"10.1111/j.1931-0846.2002.tb00015.x","title":"CORMORANT FISHING IN SOUTHWESTERN CHINA: A TRADITIONAL FISHERY UNDER SIEGE","year":2010,"lang":"en","type":"article","venue":"Geographical Review","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Maya; China; Fishing; Library science; Geography; Citation; Archaeology; Political science; Law; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004171447,0.0001339282,0.0002021917,0.00003791088,0.0000539463,0.00003099769,0.0002356787,0.0000448498,0.006636898],"category_scores_gemma":[0.00004197601,0.0001069561,0.0001366633,0.0004386774,0.0001330814,0.0001457439,0.0006800487,0.0003614087,0.0002441617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544048,"about_ca_system_score_gemma":0.000004392078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007060607,"about_ca_topic_score_gemma":0.003748865,"domain_scores_codex":[0.9988275,0.00003791009,0.0002599927,0.0002984141,0.0003136959,0.0002625481],"domain_scores_gemma":[0.9995636,0.00003719038,0.00004871922,0.0002303347,0.000002704382,0.0001174005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001656931,0.0006576054,0.1870779,0.00078707,0.00002586676,0.00009193545,0.0000532458,0.00004003746,0.0003886175,0.008994181,0.01568958,0.7861774],"study_design_scores_gemma":[0.0001874673,0.00002919845,0.9007019,0.0002600835,0.00002051885,0.00001396879,0.000003541897,0.00005795192,9.035386e-7,0.01679213,0.08175821,0.0001741027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625702,0.002574149,0.0003818112,0.03194226,0.0005464882,0.001329056,0.00003141693,0.0001404648,0.1004842],"genre_scores_gemma":[0.9917095,0.003642201,0.0002032014,0.004088716,0.00004300681,0.00006237815,0.00002769847,0.00001009468,0.0002131827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7860033,"threshold_uncertainty_score":0.9942712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466941251160572,"score_gpt":0.2188326806560305,"score_spread":0.2041632681444248,"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."}}