{"id":"W4251075649","doi":"10.1080/24725838.2020.1829882","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"IISE Transactions on Occupational Ergonomics and Human Factors","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002053224,0.0009051095,0.0008192598,0.0005708572,0.0009673794,0.0003848803,0.0004619966,0.001396759,0.0007221199],"category_scores_gemma":[0.0001143783,0.0009647307,0.0004385887,0.0002106058,0.0002854967,0.0003305198,0.00001497611,0.002153557,0.0007362392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067636,"about_ca_system_score_gemma":0.0009301435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003891351,"about_ca_topic_score_gemma":0.0004011908,"domain_scores_codex":[0.996201,0.0001005833,0.0008145096,0.0011689,0.001242437,0.0004725111],"domain_scores_gemma":[0.9972436,0.0009441838,0.0004548101,0.0004787388,0.0003788003,0.0004998213],"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":[0.001095015,0.0002220191,0.00003727727,0.00004567126,0.0002906408,0.000001478166,0.0002118962,0.0004859893,0.0000727476,0.0005781955,0.9968508,0.0001083068],"study_design_scores_gemma":[0.001173437,0.0003691208,0.0006281995,0.00005146705,0.0002708286,2.659639e-7,0.00003806191,0.00004366775,0.0000827795,0.0002771984,0.9961357,0.0009292619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.006609746,0.00002348179,0.0004458195,0.00001867637,0.9745071,0.0004386053,0.01724276,0.0003247826,0.0003890185],"genre_scores_gemma":[0.05039334,0.00005090964,0.00008978658,0.00001944901,0.9430533,0.00007754978,0.005611276,0.0002973384,0.0004070266],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0437836,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166171807523447,"score_gpt":0.2825133590059563,"score_spread":0.2608516409307218,"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."}}