{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007190757,0.00127618,0.0009718015,0.002605592,0.002777229,0.006404021,0.001456847,0.002394847,0.9022019],"category_scores_gemma":[0.002920059,0.000775619,0.0007664071,0.001987868,0.0005302714,0.003194189,0.002949847,0.002475597,0.8547272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008257775,"about_ca_system_score_gemma":0.001632671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308546,"about_ca_topic_score_gemma":0.0104819,"domain_scores_codex":[0.9993492,0.00006143912,0.00002609977,0.0001270092,0.0003492684,0.00008694467],"domain_scores_gemma":[0.9979091,0.0002819569,0.00007411651,0.0003150743,0.0009029204,0.0005168843],"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":[0.0000308272,0.00002139781,0.00004541886,0.00003919367,0.000001179158,0.00003615621,0.00001943466,0.00004155391,0.0002211059,0.001872662,0.9388554,0.0588156],"study_design_scores_gemma":[0.000007090407,0.00001363907,0.0001599301,0.0000296394,0.00000147705,0.00003673398,0.0000292221,0.00008436219,0.000128793,0.0008328207,0.9986724,0.000004057109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000284355,0.000472852,0.001659381,0.001502414,0.003121728,0.0001133033,0.001487651,0.001846414,0.9895118],"genre_scores_gemma":[0.0003050051,0.00008931656,0.0001360221,0.0001973034,0.0001439016,0.00001264236,0.0002989972,0.000202857,0.998614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09779811,"threshold_uncertainty_score":0,"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."}}