{"id":"W4244472370","doi":"10.11647/obp.0193.02","title":"Earth Sounds","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Musical; Representation (politics); Ice core; Symphony; Perspective (graphical); Core (optical fiber); Range (aeronautics); Computer science; Geology; Geography; Visual arts; Art; Climatology; Engineering; Literature; Telecommunications; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001569678,0.000756585,0.0003090744,0.001134853,0.001288955,0.003911255,0.0006728256,0.00101855,0.2699223],"category_scores_gemma":[0.000593498,0.0002117044,0.0003258335,0.0007788775,0.000664969,0.002417097,0.00221112,0.001499552,0.1149384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005989395,"about_ca_system_score_gemma":0.000314316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009281597,"about_ca_topic_score_gemma":0.002392713,"domain_scores_codex":[0.9998208,0.00001373923,0.000005760669,0.00003360962,0.0001029114,0.00002331107],"domain_scores_gemma":[0.9998896,0.00002855566,0.000004206645,0.0000200542,0.00003169187,0.000025865],"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":[0.00005764964,0.00003565558,0.0001686402,0.0003744898,0.000006134206,0.0002338143,0.001586889,0.0002505803,0.003170892,0.1298491,0.540887,0.3233792],"study_design_scores_gemma":[0.000001621802,0.000005211723,0.0001341987,0.00004769203,7.455683e-7,0.000129722,0.0001186811,0.00002977191,0.0001117378,0.002848532,0.9965693,0.000002857211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00105713,0.004158746,0.002409538,0.001088402,0.002116481,0.00002082781,0.000465531,0.0005001443,0.9881832],"genre_scores_gemma":[0.00749391,0.002744099,0.001446507,0.0006500584,0.0005706854,0.00001821314,0.0005087606,0.000358946,0.9862089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7300777,"threshold_uncertainty_score":0.90298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209130866942731,"score_gpt":0.2188165695109835,"score_spread":0.1767252608415562,"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."}}