{"id":"W2468715513","doi":"10.1007/s10508-016-0783-6","title":"Perceived Effects of Pornography on the Couple Relationship: Initial Findings of Open-Ended, Participant-Informed, “Bottom-Up” Research","year":2016,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pornography; Psychology; Social psychology; Context (archaeology); Sample (material); Newspaper; Sexual behavior; Developmental psychology; Advertising","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01021913,0.0005110533,0.000497764,0.0006741038,0.002339214,0.002263847,0.0007923088,0.001233961,0.003321876],"category_scores_gemma":[0.04251674,0.0005886211,0.000348828,0.0004395875,0.001997001,0.00247429,0.003174934,0.002480208,0.0004523672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093626,"about_ca_system_score_gemma":0.0006774004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005711346,"about_ca_topic_score_gemma":0.0009287755,"domain_scores_codex":[0.9938959,0.004410849,0.0003111826,0.000403597,0.0007138763,0.0002646519],"domain_scores_gemma":[0.940004,0.05026838,0.003187213,0.002728254,0.00296516,0.0008469798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002105117,0.005240332,0.152747,0.0008001506,0.0001381434,0.0004815474,0.7564077,0.0002854475,0.01264978,0.001465449,0.0004242714,0.06725495],"study_design_scores_gemma":[0.0002770876,0.008679777,0.4666947,0.0004427051,0.0002219153,0.0006300954,0.49309,0.001041155,0.01787922,0.002501445,0.008392711,0.0001492362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957626,0.00004603856,0.0009352481,0.00006323268,0.00001100074,0.0001828969,0.00007070568,0.000006868867,0.002921463],"genre_scores_gemma":[0.996997,0.00009807968,0.001289951,0.0001166164,0.00001353638,0.0005056354,0.0000898289,0.000007818725,0.0008815689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021913,"threshold_uncertainty_score":0.05404454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1955986565780595,"score_gpt":0.4493212310537754,"score_spread":0.2537225744757159,"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."}}