{"id":"W4401811828","doi":"10.5406/23300833.81.2.01","title":"Editorial Note","year":2024,"lang":"en","type":"editorial","venue":"Polish American Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005144018,0.000250142,0.0006955278,0.0006530691,0.001236493,0.000713068,0.000481455,0.0003641951,0.00008406887],"category_scores_gemma":[0.00483932,0.0003138306,0.0002526964,0.0006920802,0.005263093,0.0001348233,0.0001790788,0.0009828383,0.0008022332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003663091,"about_ca_system_score_gemma":0.004652682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8537146,"about_ca_topic_score_gemma":0.9267766,"domain_scores_codex":[0.996892,0.0001542809,0.0002773206,0.0005038732,0.001548941,0.0006236053],"domain_scores_gemma":[0.9978868,0.000848259,0.0002181765,0.0002575982,0.0005444181,0.0002447547],"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":[0.000006951542,0.000008304581,3.805338e-7,0.00005996825,0.0001713922,0.00001247141,0.01658727,7.883242e-8,1.13546e-7,0.00053034,0.9756234,0.00699938],"study_design_scores_gemma":[0.00006284451,0.00003754272,9.33667e-7,0.00008015229,0.0001816604,4.997398e-8,0.007531207,3.475783e-8,3.718471e-8,0.0005078983,0.9912602,0.0003374594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000001803679,0.01018221,4.014003e-7,0.001047186,0.9285307,0.0001211832,0.0008382062,0.0002229165,0.05905541],"genre_scores_gemma":[0.000006708513,0.02481416,0.00001979462,0.0000875764,0.9180733,0.00004791723,0.00003753617,0.00004866025,0.05686434],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07306194,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137503430542162,"score_gpt":0.3272258145069067,"score_spread":0.3158507802014851,"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."}}