{"id":"W6988047999","doi":"","title":"WHAT DOES CLIMATE CHANGE SOUND LIKE? HOW ONE PERSON CAN MAKE A DIFFERENCE","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Sound (geography); Climate change; Sound change; Noise (video); Set (abstract data type); Perception; Work (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006691466,0.0004621404,0.0004975378,0.0008892692,0.00973467,0.01487884,0.001072644,0.004132264,0.05433516],"category_scores_gemma":[0.01259793,0.0002129657,0.0004245239,0.001059248,0.009087695,0.008718321,0.006289678,0.00724174,0.01655382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297079,"about_ca_system_score_gemma":0.00759541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386245,"about_ca_topic_score_gemma":0.03720111,"domain_scores_codex":[0.9943467,0.003331122,0.0001107392,0.0003684681,0.00105515,0.0007878008],"domain_scores_gemma":[0.9920861,0.002117064,0.0002789936,0.0005769975,0.001634339,0.003306516],"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":[0.00003189692,0.00006369636,0.001547155,0.0001478005,0.00001325225,0.0001798069,0.03726161,0.00007358956,0.0003812975,0.0858741,0.7389148,0.1355111],"study_design_scores_gemma":[0.00000299617,0.00001254893,0.0007590778,0.0002377693,0.000005414993,0.00007215758,0.03683402,0.00003526534,0.0001285953,0.01864428,0.9432483,0.00001956937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004411703,0.004301868,0.002823276,0.5251313,0.01380762,0.00004196656,0.000236691,0.0003100024,0.4489356],"genre_scores_gemma":[0.190551,0.01062675,0.009453323,0.1749737,0.00439647,0.0002130267,0.0003350641,0.001315575,0.608135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05433516,"threshold_uncertainty_score":0.1817693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582448734310414,"score_gpt":0.2108012841461755,"score_spread":0.1749767968030713,"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."}}