{"id":"W4399370955","doi":"10.25144/22028","title":"'ALTERNATIVE' MEASUREMENTS IN SMALL ROOMS","year":2024,"lang":"en","type":"article","venue":"","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001861135,0.00111379,0.0007706919,0.001440482,0.001096311,0.002176354,0.001443342,0.001757752,0.01569347],"category_scores_gemma":[0.006140981,0.0004080011,0.0005478765,0.001512365,0.001148685,0.001962126,0.002167537,0.001490225,0.004694398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909954,"about_ca_system_score_gemma":0.0003750497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361141,"about_ca_topic_score_gemma":0.002496636,"domain_scores_codex":[0.994848,0.0013519,0.0002950202,0.001418114,0.001739211,0.0003476968],"domain_scores_gemma":[0.9965365,0.0009309261,0.0003545138,0.000588758,0.001288336,0.0003009956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002802526,0.0007046185,0.02155642,0.001905331,0.0002754015,0.001285844,0.005119486,0.001123107,0.7330687,0.007031062,0.007507015,0.2176205],"study_design_scores_gemma":[0.0004368582,0.006240095,0.3451872,0.0006746521,0.0007154229,0.009714462,0.009071344,0.01281099,0.49416,0.0148479,0.1054436,0.0006974885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6022406,0.004576012,0.3145636,0.0005521341,0.002715606,0.0006089073,0.004142917,0.002205974,0.06839436],"genre_scores_gemma":[0.85747,0.001152374,0.1240643,0.0006791978,0.000496898,0.001040181,0.001919656,0.0006917033,0.01248578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01569347,"threshold_uncertainty_score":0.05249995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583936636735514,"score_gpt":0.3357234236877593,"score_spread":0.1773297600142079,"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."}}