{"id":"W2562036799","doi":"10.1016/j.jsxm.2016.11.277","title":"398 Effects of Pornography Use on the Couple Relationship: Results of “Bottom-Up,” Participant-Informed, Qualitative and Quantitative Research","year":2016,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pornography; Psychology; Qualitative research; Top-down and bottom-up design; Social psychology; Sociology; Computer science; Psychoanalysis; Social science","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":[0.06312849,0.0008246715,0.001065399,0.002996666,0.00545849,0.003672277,0.001357374,0.001193827,0.004516893],"category_scores_gemma":[0.1092781,0.0007960526,0.0007561629,0.003602994,0.00614506,0.00468272,0.004563479,0.001604387,0.0008509706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002363423,"about_ca_system_score_gemma":0.003978548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003763965,"about_ca_topic_score_gemma":0.005613307,"domain_scores_codex":[0.9463288,0.04255622,0.002742278,0.002056822,0.00499658,0.00131933],"domain_scores_gemma":[0.7983,0.1738263,0.005424984,0.005136994,0.01637906,0.00093261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002135923,0.0003093329,0.03267521,0.001627487,0.00007055325,0.0003152472,0.9188358,0.00008846424,0.002579827,0.00126455,0.0006478703,0.04137198],"study_design_scores_gemma":[0.00004663249,0.0006731111,0.05496518,0.0018292,0.0001161506,0.0003135782,0.9251472,0.0002977544,0.004472452,0.001523155,0.01053075,0.00008476941],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733326,0.0009250093,0.00733907,0.0009087692,0.00005312401,0.002047222,0.0007308468,0.00003730067,0.01462597],"genre_scores_gemma":[0.9855837,0.00104022,0.007170895,0.000705833,0.00002318218,0.002873052,0.0003203411,0.00005652189,0.002226281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06312849,"threshold_uncertainty_score":0.3338593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3777118883707177,"score_gpt":0.5142514180651762,"score_spread":0.1365395296944585,"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."}}