{"id":"W4410313906","doi":"10.32920/ifmj.v4i1-2.2050","title":"Sounding a Clearing","year":2024,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Clearing; Depth sounding; Remote sensing; Geology; Environmental science; Business; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001854745,0.0009258409,0.0006415766,0.002588679,0.01401071,0.01607648,0.001589541,0.003115097,0.2436548],"category_scores_gemma":[0.004905038,0.0004874785,0.000735664,0.002083319,0.008815157,0.01108825,0.01082408,0.004501234,0.05856192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00469666,"about_ca_system_score_gemma":0.006751404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822494,"about_ca_topic_score_gemma":0.04319348,"domain_scores_codex":[0.9977466,0.0003611474,0.00008813971,0.0004570014,0.000726029,0.0006210644],"domain_scores_gemma":[0.998436,0.0001881905,0.0000833837,0.0003362594,0.0004261799,0.0005299011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197057,0.00006968639,0.001350131,0.0002951157,0.00002384484,0.00170099,0.02578046,0.0002469405,0.002260289,0.5271586,0.3199398,0.1210544],"study_design_scores_gemma":[0.000004970062,0.00001631589,0.0003035309,0.0001264054,0.000004313159,0.0001605305,0.006140747,0.00003663931,0.000167222,0.00821809,0.9848119,0.000009386404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007218479,0.001193477,0.006711232,0.01096244,0.002828884,0.0001562438,0.0003481501,0.0006531741,0.969928],"genre_scores_gemma":[0.1270318,0.001815687,0.007473109,0.004385299,0.0008617815,0.0001117807,0.0005576013,0.001160221,0.8566027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2436548,"threshold_uncertainty_score":0.8151065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428233798796636,"score_gpt":0.3659289336394255,"score_spread":0.3316465956514591,"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."}}