{"id":"W4413252579","doi":"10.21810/aer.v14i1.6093","title":"Cryophonics","year":2023,"lang":"en","type":"article","venue":"Acoustic Ecology Review","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); The arctic; Arctic; Falling (accident); Sound (geography); History; Meteorology; Geography; Archaeology; Oceanography; Geology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005881711,0.0006607295,0.0002916191,0.001168949,0.001150499,0.001920969,0.0007215033,0.001067133,0.03200094],"category_scores_gemma":[0.001253023,0.0001272232,0.0002871726,0.001454305,0.001140068,0.001780965,0.0013881,0.001407179,0.006600991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987165,"about_ca_system_score_gemma":0.003167608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02246518,"about_ca_topic_score_gemma":0.03376645,"domain_scores_codex":[0.999642,0.00005258627,0.00002209858,0.00006836183,0.0001510097,0.00006399306],"domain_scores_gemma":[0.9995915,0.0001005394,0.00003504672,0.00002793275,0.0001710274,0.00007398617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001536732,0.00004125914,0.0009993516,0.004400031,0.0000380067,0.000354117,0.001577965,0.0003242639,0.006208463,0.04235147,0.1740649,0.7694864],"study_design_scores_gemma":[0.000002849911,0.00001950436,0.001504384,0.0006765167,0.00000919681,0.0003026592,0.0003321703,0.0000209536,0.0004693478,0.0008958105,0.9957605,0.000006298892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005732137,0.7398612,0.002434782,0.008856827,0.01086173,0.00004980379,0.0006543666,0.0001715265,0.2313777],"genre_scores_gemma":[0.07327159,0.7687297,0.001887053,0.008942943,0.006810599,0.00006624468,0.001079064,0.0001701479,0.1390425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03200094,"threshold_uncertainty_score":0.1070538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518169852854505,"score_gpt":0.2430024275383726,"score_spread":0.2278207290098275,"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."}}