{"id":"W2884028269","doi":"","title":"Storytelling: First Nations, medical thrillers, LGBTQ, and more","year":2012,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Storytelling; Publishing; Residence; Media studies; Library science; Sociology; Gender studies; Psychology; Art; Computer science; Narrative; Literature; Demography","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007141805,0.0001675274,0.0001624583,0.0001400275,0.001678071,0.001226455,0.0007908932,0.0001281164,0.001531913],"category_scores_gemma":[0.0001963896,0.0001119972,0.00006836242,0.00009801652,0.0002113483,0.003420291,0.0003082799,0.0005639342,0.00005425563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008207678,"about_ca_system_score_gemma":0.00006594829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002964267,"about_ca_topic_score_gemma":0.0001573675,"domain_scores_codex":[0.9986609,0.0001805647,0.0002625166,0.0001723377,0.0004038916,0.0003198324],"domain_scores_gemma":[0.9983712,0.0007947222,0.0001147813,0.0005142828,0.00003258269,0.0001724248],"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":[0.00004519151,0.0001980756,0.09861717,0.0001074788,0.0001205841,0.000003732998,0.0871534,0.00001286601,0.000002363903,0.6833972,0.1216837,0.008658282],"study_design_scores_gemma":[0.0002637787,0.00001719474,0.004572214,0.0001297634,0.0000239821,0.0000136549,0.001807601,0.0007418747,0.00000677565,0.001812958,0.9904217,0.0001885183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.330378,0.0386821,0.00005111844,0.09569353,0.002842982,0.0005152544,0.00005649173,0.001215211,0.5305653],"genre_scores_gemma":[0.9880027,0.001607579,0.0002518073,0.001754311,0.003387339,0.00002040394,0.0001794802,0.00004175555,0.004754592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.868738,"threshold_uncertainty_score":0.9998103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223802813912809,"score_gpt":0.213812701140959,"score_spread":0.1915746730018309,"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."}}