{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002009153,0.00008059523,0.00009582312,0.00001551746,0.0001026367,0.000009707443,0.0001264741,0.0001682283,0.002932772],"category_scores_gemma":[0.00005309586,0.00005941636,0.00003081515,0.0001335233,0.0001462925,0.00006573119,0.00007236799,0.0001049546,0.0001485596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005049901,"about_ca_system_score_gemma":0.00000788909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000273308,"about_ca_topic_score_gemma":0.0001301497,"domain_scores_codex":[0.9993364,0.0001035975,0.0001593197,0.0002088992,0.00005371669,0.0001380412],"domain_scores_gemma":[0.9997346,0.00008134828,0.00004890148,0.0001032415,0.000002404239,0.00002951566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002994266,0.00006968559,0.9907318,0.00000160187,0.000002592782,0.000004126172,0.00001660995,0.000001359995,0.001920688,0.0001605218,0.004590323,0.002470777],"study_design_scores_gemma":[0.0002113037,0.00005134381,0.9957036,0.000004953805,0.000006941838,0.000001840054,0.00003142704,0.0000787812,0.0006021422,0.0004647984,0.002767331,0.00007552921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931731,0.000005927584,0.0006334839,0.00353999,0.0001382779,0.0001596393,0.00000494225,0.00006349456,0.002281098],"genre_scores_gemma":[0.9948002,0.000005064555,0.0002637698,0.004099785,0.00001171071,0.0000314905,0.00001450614,0.000002137247,0.0007713463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004971836,"threshold_uncertainty_score":0.9979787,"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."}}