{"id":"W4323670719","doi":"10.33137/ic.v20i.40127","title":"The Contributors","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002780876,0.0009407403,0.0006384201,0.003678565,0.002518955,0.005542482,0.001197036,0.001460668,0.551774],"category_scores_gemma":[0.01903369,0.0002860435,0.0004162157,0.001917341,0.0007659646,0.001592979,0.002835312,0.00186966,0.4379268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003734217,"about_ca_system_score_gemma":0.00705726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643583,"about_ca_topic_score_gemma":0.02819251,"domain_scores_codex":[0.9970027,0.0004414969,0.0001066435,0.0004645521,0.00160959,0.0003751009],"domain_scores_gemma":[0.9810404,0.001390457,0.0004624396,0.001419643,0.01228836,0.003398704],"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":[0.0000147604,0.000006799213,0.0001478218,0.00002958659,9.340536e-7,0.00002472483,0.00004738124,0.0000168856,0.0000754892,0.002017952,0.9748722,0.02274534],"study_design_scores_gemma":[0.000001791822,0.000001633962,0.0001420254,0.00003130085,9.539035e-7,0.00002353519,0.00005783307,0.00001439945,0.00004035836,0.0002789588,0.9994051,0.000002105953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001413147,0.004442269,0.004428384,0.04737917,0.1128767,0.0006342163,0.01156373,0.002701022,0.8145613],"genre_scores_gemma":[0.002265885,0.0007745982,0.000872881,0.003992565,0.003090955,0.0001342956,0.00194059,0.000470291,0.9864579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.551774,"threshold_uncertainty_score":0.63934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148535844045123,"score_gpt":0.2153954961016872,"score_spread":0.203910137661236,"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."}}