{"id":"W4295013590","doi":"10.51357/cs.v13i2.184","title":"About the Authors","year":2018,"lang":"en","type":"article","venue":"Critical Studies An International and Interdisciplinary Journal","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003002782,0.00009831176,0.00009153818,0.00005283106,0.0007769667,0.0001696568,0.0001829383,0.00003283429,0.00372995],"category_scores_gemma":[0.0001270049,0.00006202987,0.00004716429,0.00003595519,0.0005052454,0.0003997612,0.0001630923,0.0002346716,0.0003832909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006752845,"about_ca_system_score_gemma":0.000006285313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.667908e-8,"about_ca_topic_score_gemma":0.000004919243,"domain_scores_codex":[0.999271,0.000042182,0.0002280138,0.0001035843,0.0002058476,0.0001493758],"domain_scores_gemma":[0.9994339,0.00006809994,0.00001721585,0.00007305222,0.0002757372,0.0001319997],"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":[0.0002599745,0.0002158373,0.00194246,0.00009372839,0.0009507901,0.00006064804,0.09385149,0.0004037984,0.002117401,0.01686783,0.6926385,0.1905976],"study_design_scores_gemma":[0.001361209,0.002317753,0.0953057,0.0006186027,0.000155197,0.002416196,0.1006881,0.1828706,0.0002300759,0.1529493,0.4600503,0.00103704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313012,0.001370073,0.006873633,0.01256439,0.0156073,0.00008645035,0.00001001337,0.0001500602,0.03203682],"genre_scores_gemma":[0.9931496,0.0005077588,0.0002641784,0.0003481353,0.005058744,0.000006926443,0.000002331093,0.00001188993,0.0006504027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325881,"threshold_uncertainty_score":0.9971808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09128609410730669,"score_gpt":0.4235552528011473,"score_spread":0.3322691586938406,"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."}}