{"id":"W2540260493","doi":"10.31542/j.muse.192","title":"Straight from the Horse’s Mouth: A Case Study on the Adult Male Fans of My Little Pony","year":2015,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Subculture (biology); Pony; Friendship; Narrative; Mainstream; Closet; Pleasure; MAGIC (telescope); Gender studies; Human sexuality; Sociology; Psychology; Social psychology; Media studies; Literature; History; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009561556,0.0001212142,0.0001631635,0.00005378156,0.001093194,0.00009530513,0.0007155814,0.00005170842,0.0003947498],"category_scores_gemma":[0.0001317402,0.00007939358,0.0001019961,0.0002450077,0.0002546033,0.0001259192,0.0001463649,0.0003173633,0.00002219174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941982,"about_ca_system_score_gemma":0.0002629855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190706,"about_ca_topic_score_gemma":0.01682097,"domain_scores_codex":[0.9976911,0.000725815,0.0001595883,0.0001915842,0.0009607381,0.0002711988],"domain_scores_gemma":[0.9988906,0.0002884392,0.0001555809,0.000246519,0.00019039,0.0002284152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009661108,0.0005926908,0.1633288,0.000001496744,0.0002324994,0.002980993,0.8222344,0.00004478318,0.00004561819,0.001875116,0.006673076,0.001893883],"study_design_scores_gemma":[0.0009475352,0.0001285931,0.03183984,0.00002229302,0.00009693439,0.00004297054,0.9620361,0.00001040708,0.00002233027,0.00007208215,0.004676118,0.0001047478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677227,0.00004383292,0.00008457656,0.002914638,0.0003882325,0.000333071,0.00004088784,0.00001715444,0.02845497],"genre_scores_gemma":[0.9953021,0.00002671292,0.0000274386,0.0001663769,0.000294431,3.070369e-7,0.000001014702,0.000006170996,0.004175396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398018,"threshold_uncertainty_score":0.9946727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0790213270217687,"score_gpt":0.3198425501809248,"score_spread":0.2408212231591561,"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."}}