{"id":"W4386256820","doi":"10.24908/iqurcp16718","title":"Rainforest IV at 50","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Rainforest; Dance; Visual arts; Soundscape; Queen (butterfly); History; Sound (geography); Art; Geography; Acoustics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002898946,0.0006669604,0.000352079,0.0006630777,0.00230944,0.003070049,0.00063015,0.001038822,0.7801608],"category_scores_gemma":[0.000579491,0.0002008386,0.0003043201,0.0004791684,0.0004184594,0.001272492,0.00304329,0.001594297,0.4373082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352991,"about_ca_system_score_gemma":0.0009977397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008387431,"about_ca_topic_score_gemma":0.03259071,"domain_scores_codex":[0.9997513,0.00002057631,0.000006474098,0.0000772673,0.00008868401,0.00005580156],"domain_scores_gemma":[0.9997347,0.00002047871,0.000009304541,0.00002759638,0.00006879474,0.0001391729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000112975,0.00009278979,0.00103446,0.0001958639,0.000006330825,0.0005575916,0.0004542031,0.0000565509,0.002164359,0.007089314,0.8610691,0.1271663],"study_design_scores_gemma":[0.000005624084,0.00001554694,0.001002541,0.00005551074,8.775233e-7,0.00007910196,0.0001194163,0.00001909853,0.0001442351,0.0002899806,0.9982648,0.000003211246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00226919,0.001539229,0.0002598023,0.001453091,0.001310717,0.00007912771,0.001837236,0.0008912188,0.9903604],"genre_scores_gemma":[0.004908309,0.0005392769,0.0002644421,0.0006074557,0.0002236757,0.00003840433,0.0009807944,0.0002337471,0.992204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7801608,"threshold_uncertainty_score":0.3135738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254165032964748,"score_gpt":0.3650732001710041,"score_spread":0.2396566968745293,"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."}}