{"id":"W7139043407","doi":"10.14288/bcs.no228.201395","title":"Synthetic Rainforest","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Rainforest; Soundscape; Event (particle physics); Chorus; Ecosystem; Tropical rainforest","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002145798,0.0002281037,0.0001622272,0.0002721354,0.0003587775,0.0004699362,0.0004593887,0.0003796346,0.01188112],"category_scores_gemma":[0.001306692,0.00008420415,0.0001862636,0.0003531843,0.0003293171,0.0003548551,0.0006435338,0.0003628871,0.001025055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003469219,"about_ca_system_score_gemma":0.0004517623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098387,"about_ca_topic_score_gemma":0.02430525,"domain_scores_codex":[0.9997841,0.00005223962,0.000009002775,0.00003873643,0.00007489164,0.00004106232],"domain_scores_gemma":[0.9995652,0.0001445484,0.0000222164,0.00008218826,0.00009476019,0.000091171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003945626,0.001467564,0.05438807,0.001844839,0.000275843,0.003848184,0.006328171,0.1953789,0.1096195,0.05406008,0.1032093,0.465634],"study_design_scores_gemma":[0.0006789644,0.001830135,0.1414353,0.0004076551,0.000144647,0.00312414,0.007853166,0.2793668,0.03365913,0.02638998,0.5048748,0.0002353291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8341455,0.0004727619,0.04038364,0.0005882747,0.000439164,0.0004362399,0.0139145,0.0009828808,0.108637],"genre_scores_gemma":[0.9555383,0.0002078494,0.02331431,0.0002454635,0.00002990993,0.0002609775,0.007181215,0.0001738387,0.01304804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01188112,"threshold_uncertainty_score":0.03974628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412042154398432,"score_gpt":0.3494667481828505,"score_spread":0.3253463266388661,"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."}}