{"id":"W4200221552","doi":"10.25071/2564-4661.21","title":"\"How do you Criticize a Life Story?\"","year":2021,"lang":"en","type":"article","venue":"Contemporary Kanata Interdisciplinary Approaches To Canadian Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Memoir; Reading (process); Literature; CONTEST; Popularity; Art; History; Aesthetics; Sociology; Psychology; Philosophy; Law; Linguistics; Political science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009103124,0.0003252428,0.0006348292,0.001147237,0.004062628,0.001128814,0.0007172706,0.000195162,0.0003128754],"category_scores_gemma":[0.001546171,0.0004261353,0.0002603671,0.0009928506,0.00140954,0.000877837,0.000654757,0.0004574953,0.0001772991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414623,"about_ca_system_score_gemma":0.009244186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3229755,"about_ca_topic_score_gemma":0.9908884,"domain_scores_codex":[0.9968513,0.0005003482,0.000325258,0.000902563,0.0004923897,0.0009281365],"domain_scores_gemma":[0.996439,0.0001933597,0.0001006616,0.0007023739,0.0003724017,0.002192211],"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":[0.00002773747,0.00005223277,0.0002438439,0.0001073332,0.0004078571,0.001147858,0.07942037,0.000004204837,0.000004600672,0.06867728,0.8407431,0.009163622],"study_design_scores_gemma":[0.0001886414,0.00004409309,0.0004518158,0.00009228826,0.00003590197,0.000008354319,0.2646692,0.000003476668,0.000003397586,0.001156024,0.7329386,0.0004081786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009201332,0.09299725,0.0000699043,0.4740932,0.002880319,0.0009373144,0.0005964044,0.000196427,0.4190279],"genre_scores_gemma":[0.9254324,0.0002583375,0.0002677773,0.003181203,0.0008925779,0.0001867111,0.00005566411,0.00005236227,0.06967299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.916231,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2043049904359366,"score_gpt":0.3123450159179423,"score_spread":0.1080400254820057,"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."}}