{"id":"W2993936446","doi":"10.15167/2279-5057/ag2019.8.16.1114","title":"Subscription Intimacy: Amateurism, Authenticity and Emotional Labour in Direct-to-Consumer Gay Pornography","year":2019,"lang":"en","type":"article","venue":"Università degli Studi di Genova","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pornography; Amateur; Mainstream; Casual; Autonomy; Advertising; Sociology; Emotional labor; Political science; Social psychology; Psychology; Business; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002349918,0.000225153,0.0003329591,0.0008238871,0.0001156729,0.00002135577,0.0002577868,0.0002216713,0.001001593],"category_scores_gemma":[0.00001499835,0.0002483089,0.00006724508,0.0008427812,0.0001521914,0.0001148786,0.0002170221,0.0002754699,0.0004948862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000876447,"about_ca_system_score_gemma":0.00002203774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065903,"about_ca_topic_score_gemma":0.0003200653,"domain_scores_codex":[0.9983875,0.0001282748,0.000239888,0.000607756,0.0001863502,0.0004502155],"domain_scores_gemma":[0.9992248,0.00005397974,0.00009152674,0.0004220733,0.0001067109,0.0001009313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001052057,0.0003713234,0.9604431,0.00001534276,0.0001294904,0.00008729013,0.00430612,0.000002000533,0.001531236,0.02964097,0.0009686651,0.002399246],"study_design_scores_gemma":[0.001583852,0.0001480809,0.9689254,0.00001835056,0.00005577233,0.00001732309,0.00493879,0.000005862192,0.0001107528,0.000357993,0.02355943,0.0002783892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834336,0.0003531548,0.0000715543,0.0002640557,0.001015951,0.0004611106,0.00005202606,0.0001690202,0.01417955],"genre_scores_gemma":[0.989872,0.00002472276,0.0001208225,0.0001924492,0.00003203267,0.000006337469,0.00002180776,0.00002291489,0.009706855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928298,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357348785814239,"score_gpt":0.2859173516259144,"score_spread":0.262343863767772,"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."}}