{"id":"W7111920792","doi":"","title":"The Quaestor Quarterly June 2006","year":2006,"lang":"","type":"article","venue":"RIT Scholar Works (Rochester Institute of Technology)","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Quarter (Canadian coin); Payment; Work (physics); Auditor's report","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001270813,0.0006367629,0.0006194925,0.0007369212,0.001112386,0.0004667992,0.001244073,0.001369815,0.000799254],"category_scores_gemma":[0.0001566706,0.0005889153,0.0003204828,0.001318584,0.001331064,0.001460977,0.0001178456,0.002421507,0.003813106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924538,"about_ca_system_score_gemma":0.000135962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001090566,"about_ca_topic_score_gemma":0.0005447124,"domain_scores_codex":[0.9962121,0.00009987372,0.001423725,0.0006769275,0.0006927685,0.0008946023],"domain_scores_gemma":[0.9975153,0.00004527068,0.0004082609,0.001552108,0.0003548297,0.0001242138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002321812,0.001151125,0.002843132,0.0007618032,0.0007349842,0.00009019284,0.00160371,0.02076586,0.08298325,0.02849194,0.1826367,0.6777052],"study_design_scores_gemma":[0.001601081,0.0002261734,0.008154282,0.0008163548,0.0002103562,0.00004406714,0.0008099287,0.002188728,0.002214369,0.005604275,0.977276,0.0008543592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322045,0.01675609,0.01657642,0.007449118,0.01657169,0.00146323,0.00003603846,0.001697221,0.007245732],"genre_scores_gemma":[0.9821579,0.0008220717,0.005518666,0.00006796725,0.001437049,0.000135814,0.00005002329,0.000129261,0.009681236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7946393,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117126590521762,"score_gpt":0.2382974931460262,"score_spread":0.22658483409385,"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."}}