{"id":"W4402534556","doi":"10.3983/twc.2024.2621","title":"To fan or antifan, that is the question","year":2024,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fandom; Art; Literature","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":[0.004709096,0.000586705,0.0006888591,0.001149159,0.006444707,0.0114106,0.00113286,0.003904466,0.01359454],"category_scores_gemma":[0.0126409,0.0001694141,0.0002895758,0.001041348,0.0340298,0.01122771,0.002867536,0.004809737,0.003791836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00308048,"about_ca_system_score_gemma":0.002110359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135476,"about_ca_topic_score_gemma":0.004359165,"domain_scores_codex":[0.9958993,0.002407356,0.00008318477,0.000620876,0.0005095836,0.0004797108],"domain_scores_gemma":[0.9957207,0.002183414,0.0003352823,0.0004373556,0.0006527654,0.0006705774],"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":[0.00002986403,0.00003593952,0.002023245,0.0001624493,0.00001104463,0.0001026413,0.05189838,0.0000389755,0.0001223629,0.842777,0.07635926,0.02643878],"study_design_scores_gemma":[0.00001093448,0.00003640659,0.001910548,0.000696291,0.000008075718,0.000392014,0.06719403,0.00009006491,0.0001848174,0.1750872,0.7543687,0.00002091963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03361502,0.02958513,0.004247229,0.3256109,0.01394711,0.00003967521,0.0001115105,0.0001003426,0.5927431],"genre_scores_gemma":[0.7636666,0.01717588,0.001544627,0.04777219,0.01131657,0.00009411155,0.0001320342,0.0002495874,0.1580484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359454,"threshold_uncertainty_score":0.04547828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461245079935647,"score_gpt":0.2919953672418143,"score_spread":0.2573829164424578,"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."}}