{"id":"W4404111056","doi":"10.1111/irj.12452","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Industrial Relations Journal","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004014641,0.0002258709,0.0002091953,0.000703807,0.0002095545,0.000608346,0.0001506951,0.0008543116,0.3549008],"category_scores_gemma":[0.0001025047,0.0002233214,0.0001507243,0.0002903349,0.00002520252,0.0008363455,0.00001701703,0.002577659,0.7635973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006020651,"about_ca_system_score_gemma":0.0002828363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.38702e-7,"about_ca_topic_score_gemma":0.000001282132,"domain_scores_codex":[0.9985151,0.00006569429,0.0006946035,0.00008506369,0.0004357812,0.0002037042],"domain_scores_gemma":[0.9994115,0.00004097851,0.0001318734,0.0001433057,0.0001375971,0.0001347256],"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":[0.00000264407,0.000002643371,6.573787e-7,0.00001534532,0.00006583785,0.000001028488,0.0003297011,0.07799192,0.00001034033,0.000006121631,0.8988504,0.02272336],"study_design_scores_gemma":[0.0003240929,0.00002068351,0.00001066331,0.0002230213,0.00008570018,0.00004845703,0.00008493284,0.006358028,0.000006627683,0.0001226928,0.9924949,0.0002201929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006704944,0.001091346,0.009326098,0.0008007562,0.1399426,0.0003827386,0.0002056236,0.0003141445,0.8472662],"genre_scores_gemma":[0.003467706,0.001128569,0.0002587322,0.0001178243,0.04831883,0.00003699025,0.001357731,0.0001151585,0.9451985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4086965,"threshold_uncertainty_score":0.9997234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680246863900691,"score_gpt":0.2994362252654659,"score_spread":0.242633756626459,"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."}}