{"id":"W4301265919","doi":"10.29173/mruer124","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"Mount Royal Undergraduate Education Review","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008767721,0.0005804644,0.0007681351,0.0001624632,0.0001362615,0.0001559767,0.0004253112,0.0007637971,0.007620613],"category_scores_gemma":[0.0006598651,0.000590971,0.000272761,0.0002021385,0.00004675617,0.0001089448,0.00003348341,0.001068265,0.02727236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146861,"about_ca_system_score_gemma":0.0008109641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120183,"about_ca_topic_score_gemma":0.00003193615,"domain_scores_codex":[0.9966886,0.0002306686,0.0008411976,0.0004999933,0.00137004,0.0003694829],"domain_scores_gemma":[0.9979883,0.0002013598,0.0002474209,0.000724026,0.0006251797,0.000213743],"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":[0.000001561201,0.00003980934,2.237331e-7,0.005512474,0.00003870772,8.915075e-8,0.00001560316,0.0002340448,0.000003409941,0.00002952627,0.9848822,0.009242331],"study_design_scores_gemma":[0.0001626145,0.00002675258,0.000003910616,0.00380121,0.0002407098,3.808432e-7,0.000004112123,0.0002917273,7.931474e-7,0.000376894,0.994495,0.0005958857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000001685138,0.02069408,0.0003899642,0.0004856462,0.9655032,0.0006411143,0.00003308186,0.0005448338,0.01170639],"genre_scores_gemma":[0.000009708799,0.06411905,0.0001132546,0.0002867863,0.9144385,0.0003804862,0.002858525,0.0001467173,0.0176469],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05106463,"threshold_uncertainty_score":0.9996542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008179878618154862,"score_gpt":0.2789300915040269,"score_spread":0.2707502128858721,"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."}}