{"id":"W4392921636","doi":"10.1080/23268743.2024.2302541","title":"Seeking smut: collaborations between researchers, librarians, and interlibrary loans in the study of sexuality and desire","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; University of Saskatchewan","funders":"","keywords":"Interlibrary loan; Work (physics); Resource (disambiguation); Value (mathematics); Library science; Political science; Public relations; Sociology; Media studies; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00083501,0.0001246908,0.0002927607,0.0002237633,0.0001195376,0.00006073862,0.0001766659,0.00009063378,0.00001180759],"category_scores_gemma":[0.0001223869,0.00008998096,0.00001375162,0.000695019,0.0003837234,0.0001271973,0.0002414058,0.0002987242,0.000001913683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001378061,"about_ca_system_score_gemma":0.00002746319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003015001,"about_ca_topic_score_gemma":0.0006959356,"domain_scores_codex":[0.9984744,0.0005293114,0.0003165305,0.0003406613,0.0001360343,0.0002030624],"domain_scores_gemma":[0.9985468,0.001048809,0.00004331329,0.0003001263,0.00003606078,0.00002486166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001433508,0.0002481625,0.7882456,0.00007138628,0.0003014342,0.00007736105,0.1766487,2.344538e-8,0.00003396352,0.01706631,0.001243743,0.01604905],"study_design_scores_gemma":[0.0003563022,0.0003576015,0.5417377,0.00003327234,0.00006141568,0.000006369213,0.4506619,0.000001637552,0.0000159347,0.004260843,0.002420172,0.00008693012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810564,0.01370955,0.00001017274,0.003511916,0.0001700986,0.000461452,0.00005990073,0.00008703154,0.0009335092],"genre_scores_gemma":[0.9991128,0.0001436875,0.00004545398,0.00005811322,0.00006387987,0.0001006581,0.000007017964,0.00001378812,0.0004545602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2740132,"threshold_uncertainty_score":0.3669317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2852647747465633,"score_gpt":0.4567670076787793,"score_spread":0.1715022329322159,"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."}}