{"id":"W7106066452","doi":"10.7939/83210","title":"Fantasy Vignettes","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baroque; Fantasy; Depiction; Violin; Drama; Femininity; Context (archaeology); Masculinity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001225839,0.0001344876,0.0002926331,0.0002130087,0.0002242582,0.00002630507,0.0003050078,0.000155733,0.05646664],"category_scores_gemma":[0.00000839442,0.0001430763,0.0002212414,0.00005406875,0.0001115736,0.0002890639,0.00005016114,0.0001613519,0.0001047561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004909376,"about_ca_system_score_gemma":0.0001086049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400097,"about_ca_topic_score_gemma":0.02779009,"domain_scores_codex":[0.9994767,0.00003134899,0.0001094351,0.0001971943,0.00007487438,0.000110487],"domain_scores_gemma":[0.9994858,0.0001616241,0.0001236333,0.0001604935,0.0000309141,0.0000375339],"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":[0.0001820663,0.000109624,0.00008513165,0.0002939709,0.0004746718,0.00001522711,0.04836372,0.000001229549,0.00001035988,0.5784137,0.3697364,0.002313889],"study_design_scores_gemma":[0.0001564375,0.00003200109,0.0002906027,0.0001223421,0.0003610575,8.368513e-8,0.007862974,0.00001536444,0.0001017064,0.001755645,0.9891339,0.0001679112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.101868,0.0001471647,6.736825e-7,0.0006743323,0.0004214885,0.0000675679,0.00002480684,0.00003051441,0.8967654],"genre_scores_gemma":[0.05215022,0.00008795236,0.00003622528,0.0003654857,0.0001366225,1.326798e-7,0.002238946,0.000008699664,0.9449757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6193975,"threshold_uncertainty_score":0.9899502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009077447148876906,"score_gpt":0.1678197094343619,"score_spread":0.158742262285485,"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."}}