{"id":"W4224439092","doi":"10.1109/msmc.2022.3160368","title":"Masthead","year":2022,"lang":"en","type":"paratext","venue":"IEEE Systems Man and Cybernetics Magazine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007121402,0.001285775,0.0009803809,0.002682344,0.002832532,0.006396919,0.001516331,0.002385222,0.9041955],"category_scores_gemma":[0.002949772,0.0008207913,0.000763013,0.002044248,0.0005345861,0.003350707,0.002968202,0.00240447,0.8559949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008133693,"about_ca_system_score_gemma":0.001570756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390798,"about_ca_topic_score_gemma":0.01054393,"domain_scores_codex":[0.9993501,0.00005961396,0.00002584424,0.0001281061,0.0003524834,0.00008379189],"domain_scores_gemma":[0.9979429,0.0002831866,0.00007293581,0.0003322934,0.0008786197,0.0004900681],"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":[0.00003068878,0.00002160694,0.00004593205,0.00003944597,0.000001193612,0.00003598553,0.00002097456,0.00004202575,0.0002439955,0.001990457,0.9388136,0.05871427],"study_design_scores_gemma":[0.000006904129,0.00001301373,0.0001595007,0.0000281827,0.000001482091,0.00003633687,0.00002994981,0.00008435629,0.0001410785,0.0008429522,0.998652,0.000004158193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002754869,0.0004363201,0.00168775,0.001390643,0.002706074,0.0001098609,0.001534776,0.002015714,0.9898434],"genre_scores_gemma":[0.0003094815,0.00008593802,0.0001459569,0.0001935378,0.0001342888,0.00001249771,0.0003170679,0.0002288442,0.9985723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09580445,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948648272466589,"score_gpt":0.2537901126655709,"score_spread":0.234303629940905,"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."}}