{"id":"W4315489537","doi":"10.1109/msmc.2022.3227662","title":"Masthead","year":2023,"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":"Geology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006878354,0.001149173,0.001571754,0.0007281334,0.0001797923,0.000522025,0.0006596119,0.0009358081,0.001119931],"category_scores_gemma":[0.00003597751,0.001114134,0.0002258908,0.0007101746,0.0003123696,0.00008001984,0.0001569258,0.0009421575,0.7269921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346967,"about_ca_system_score_gemma":0.0002058298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006103357,"about_ca_topic_score_gemma":0.0003155259,"domain_scores_codex":[0.9950292,0.0003464315,0.00115181,0.001316301,0.001017069,0.001139229],"domain_scores_gemma":[0.9969901,0.000194981,0.0007323051,0.001317856,0.0002740317,0.0004907339],"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":[0.00003582083,0.00005806669,0.000009095636,0.001502299,0.0002483166,0.0001364814,0.0002132235,0.0005678152,0.001278762,0.0004615647,0.9952534,0.0002351034],"study_design_scores_gemma":[0.0007099382,0.0001744712,0.0002271716,0.001625719,0.0001901406,0.0001885962,0.00006887734,0.0008768711,0.00004497703,0.00003655666,0.9946678,0.001188896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003928043,0.01318495,0.00008550174,0.0001104982,0.02234082,0.00186903,0.003348753,0.0007307443,0.9544017],"genre_scores_gemma":[0.02843625,0.002452527,0.00002822873,0.00006416516,0.003369513,0.0001705865,0.0007312539,0.001018076,0.9637294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7258722,"threshold_uncertainty_score":0.9997932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275466413805023,"score_gpt":0.2698551063038815,"score_spread":0.2423084649233792,"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."}}