{"id":"W4412419513","doi":"10.1016/j.biocon.2025.111318","title":"Market patterns within Indonesia's songbird trade","year":2025,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada","funders":"Business School, Queensland University of Technology; Lembaga Pengelola Dana Pendidikan; Queensland University of Technology","keywords":"Songbird; Geography; Ecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002433544,0.00009675749,0.0001679364,0.0008657508,0.0003468529,0.001012173,0.0002683667,0.000213755,0.002665243],"category_scores_gemma":[0.0009619289,0.0001337267,0.0001855499,0.0009872956,0.0004712554,0.0007533385,0.0004762155,0.0002937347,0.0002754863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718192,"about_ca_system_score_gemma":0.0001793049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452276,"about_ca_topic_score_gemma":0.03626401,"domain_scores_codex":[0.999844,0.00002702034,0.00001309275,0.00005176703,0.00002995181,0.00003424429],"domain_scores_gemma":[0.999261,0.0002181991,0.0002885267,0.00003122904,0.00008475126,0.0001163979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006703134,0.00003733056,0.9887884,0.00002788819,0.00003353471,0.0002794976,0.001441172,0.001145471,0.001675821,0.0007124241,0.0003522171,0.005439173],"study_design_scores_gemma":[0.000001423899,0.0000129421,0.9929556,0.000008282946,0.000005279471,0.0001184172,0.001829272,0.00417144,0.0001262954,0.000195961,0.0005695682,0.000005476186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983753,0.00003259678,0.0001192685,0.00003148143,0.000001257766,0.00000261272,0.0001775862,0.000002731211,0.001257115],"genre_scores_gemma":[0.99949,0.00001866291,0.0000930061,0.000006073053,0.000001391764,0.000002206594,0.0001323897,0.000002101547,0.0002540136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452276,"threshold_uncertainty_score":0.02887648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701065671503118,"score_gpt":0.249939570789012,"score_spread":0.2229289140739809,"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."}}