{"id":"W4312307950","doi":"10.58519/aesthinv.v2i2.11969","title":"Casting Allusions","year":2019,"lang":"en","type":"article","venue":"Aesthetic Investigations","topic":"Ethics, Aesthetics, and Art","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Allusion; Normative; Value (mathematics); Variety (cybernetics); Literature; Aesthetics; Neglect; Casting; Art; Sociology; Psychology; Epistemology; Computer science; Philosophy; Visual arts; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003788244,0.0007140117,0.0003977657,0.002008257,0.008652926,0.01053597,0.0009850534,0.002488658,0.005485574],"category_scores_gemma":[0.01171207,0.0003861663,0.0004352111,0.001146211,0.03560819,0.009422212,0.0110836,0.005522494,0.0007199363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748196,"about_ca_system_score_gemma":0.001030176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695544,"about_ca_topic_score_gemma":0.002609769,"domain_scores_codex":[0.9929823,0.00434935,0.000142951,0.0005122054,0.001319485,0.0006936818],"domain_scores_gemma":[0.993593,0.003570545,0.0005658571,0.001352241,0.000604271,0.0003140184],"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":[0.00003232035,0.000009317026,0.0006791565,0.00006830795,0.000007056965,0.0004073111,0.1282501,0.00007760343,0.0007168187,0.8532936,0.003713582,0.0127448],"study_design_scores_gemma":[0.00001752928,0.00006538329,0.002032459,0.0009981021,0.00004216775,0.002357139,0.2368446,0.0007730954,0.00375981,0.3070495,0.4460039,0.00005648484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2137369,0.003023799,0.02857217,0.01708427,0.001035252,0.00005822925,0.00007201649,0.0001858651,0.7362315],"genre_scores_gemma":[0.9789426,0.000483693,0.001263014,0.0009417072,0.000144751,0.0000269529,0.000022388,0.000100132,0.01807482],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01053597,"threshold_uncertainty_score":0.02003443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076803621299244,"score_gpt":0.221666018128268,"score_spread":0.1808979819152756,"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."}}