{"id":"W7132007477","doi":"","title":"Double Identity in Nova Scotia’s regional short story writing","year":2022,"lang":"","type":"dissertation","venue":"Bulgarian Portal for Open Science","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Identity (music); Narrative; Metis; Window (computing)","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005940867,0.0008064501,0.0009892209,0.0008447276,0.005018449,0.007244375,0.008043894,0.0003186497,0.01386843],"category_scores_gemma":[0.0003205891,0.0009246643,0.0003678544,0.001364526,0.001890999,0.007196335,0.001995582,0.001561053,0.00003215586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064045,"about_ca_system_score_gemma":0.003933026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01025411,"about_ca_topic_score_gemma":0.1243733,"domain_scores_codex":[0.9918564,0.0000890392,0.001553752,0.002461496,0.002588593,0.001450738],"domain_scores_gemma":[0.9964666,0.0001576498,0.0007476283,0.001199757,0.001061025,0.0003673067],"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":[0.0007188133,0.000281756,0.002355632,0.0002141538,0.00005097702,0.0001381588,0.02684501,0.00004035842,0.00007308362,0.952723,0.0157388,0.0008202191],"study_design_scores_gemma":[0.001764549,0.0004773563,0.008226066,0.0008456731,0.0001728877,0.00009670653,0.09966819,0.000199864,0.00007795179,0.004848783,0.8814669,0.002155035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1683103,0.002921231,0.00002972482,0.0004447785,0.03510293,0.007539442,0.001762953,0.00008239164,0.7838063],"genre_scores_gemma":[0.9238967,0.00002672247,0.000643714,0.000699995,0.001394648,0.0004406935,0.003997835,0.0001175145,0.06878213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478742,"threshold_uncertainty_score":0.9993204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0558759095940668,"score_gpt":0.367754173416593,"score_spread":0.3118782638225262,"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."}}