{"id":"W2983355467","doi":"10.1353/aca.2019.0014","title":"New Voices in Regional Scholarship","year":2019,"lang":"en","type":"article","venue":"Acadiensis","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Wright; Historiography; Publishing; Invisibility; Sociology; Political science; Media studies; History; Law; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002752446,0.00003290633,0.00006777381,0.0002653053,0.0001824647,0.0001113827,0.0001558871,0.00008070518,0.00142985],"category_scores_gemma":[0.00008606461,0.00004551325,0.00003518267,0.0002832697,0.0000926666,0.0003028855,0.00001205065,0.0001338438,0.001501789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717795,"about_ca_system_score_gemma":0.0005771149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4911745,"about_ca_topic_score_gemma":0.9216188,"domain_scores_codex":[0.9993836,0.00004709834,0.00007192948,0.0001253759,0.0001771395,0.0001949003],"domain_scores_gemma":[0.9996846,0.00004566794,0.000025109,0.00008910514,0.00002005797,0.0001354233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002593396,0.00002968453,0.1634303,0.00001732422,0.00002050767,0.00003363866,0.05362513,0.000007370221,0.0002394468,0.4233075,0.26037,0.09889323],"study_design_scores_gemma":[0.00009530351,0.000003806975,0.06487552,0.00001155535,0.000002096265,3.935915e-7,0.0005663448,6.788979e-7,0.000002141269,0.002283991,0.9320977,0.00006052263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042106,0.0008778711,0.000001298888,0.004900325,0.0004685567,0.00009597848,0.000001489347,0.00003011403,0.1894138],"genre_scores_gemma":[0.9123655,0.0002807466,0.0001900724,0.00149278,0.0003263332,0.000001937445,0.00000176935,0.000007531661,0.08533332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6717277,"threshold_uncertainty_score":0.999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024158498413613,"score_gpt":0.2595696954180802,"score_spread":0.2393281104339441,"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."}}