{"id":"W2085263807","doi":"10.1353/esc.0.0159","title":"Then, Now, and Next","year":2008,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; History; Sociology; Media studies; Library science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173683,0.00004205698,0.0001051428,0.00007537437,0.0008125174,0.00002557024,0.0000837409,0.00001885248,0.00007785624],"category_scores_gemma":[0.0003097298,0.00005344703,0.00001040419,0.0001525102,0.0006154829,0.0001048332,0.00002836256,0.00008209331,0.00000205613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417443,"about_ca_system_score_gemma":0.002626198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995033,"about_ca_topic_score_gemma":0.9999985,"domain_scores_codex":[0.99941,0.000035541,0.00008183034,0.0001043685,0.0001815764,0.0001866386],"domain_scores_gemma":[0.9996914,0.00008435966,0.00001911354,0.000061607,0.00006350991,0.00008001674],"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":[0.000002401617,0.000005750097,0.01653064,0.00001476488,0.00001868614,0.0002418539,0.2491766,0.000004773908,3.033628e-7,0.001698783,0.7279469,0.004358514],"study_design_scores_gemma":[0.00007251864,0.000002488041,0.008613246,0.00000706087,0.00000199857,6.345378e-7,0.05649345,7.45638e-7,1.490413e-7,0.00004067568,0.9347037,0.0000633465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857351,0.02414117,2.345942e-7,0.001852007,0.002907932,0.0001276341,0.00001489262,0.00002691912,0.1851941],"genre_scores_gemma":[0.9818636,0.01091243,0.00001405067,0.0005453071,0.0003314086,0.000007577048,3.564054e-7,0.000004107182,0.006321176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2067568,"threshold_uncertainty_score":0.6321528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004263390487012,"score_gpt":0.2508442057789292,"score_spread":0.2108015718740591,"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."}}