{"id":"W2809391754","doi":"10.1177/2329496518780929","title":"Risk or Release?: Porn Use Trajectories and the Accumulation of Sexual Partners","year":2018,"lang":"en","type":"article","venue":"Social Currents","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Pornography; Consumption (sociology); Psychology; Social psychology; Sexual behavior; Longitudinal study; Developmental psychology; Sociology; Medicine","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":[0.0002665334,0.000106676,0.0001953004,0.0000496269,0.0002330024,0.00001790766,0.0001227348,0.0001886166,0.0002168864],"category_scores_gemma":[0.0002428313,0.00007394877,0.0000306664,0.0001909421,0.001035813,0.00007565033,0.00004838492,0.000177668,0.00002295156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001482031,"about_ca_system_score_gemma":0.00002332987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261305,"about_ca_topic_score_gemma":0.0004819719,"domain_scores_codex":[0.9989468,0.0002698253,0.0002259242,0.0002179486,0.0001405208,0.0001989181],"domain_scores_gemma":[0.9993057,0.0001841044,0.0001882569,0.0002050348,0.00008883718,0.0000280829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528141,0.0003298841,0.8119352,0.00001696294,0.0001600562,0.000002800344,0.03810019,5.94585e-8,0.0001538485,0.05350104,0.006060631,0.08821115],"study_design_scores_gemma":[0.004838826,0.0004558071,0.9672506,0.000007485675,0.000305696,0.000004891639,0.009963103,0.00001763704,0.000183388,0.004152153,0.01257591,0.0002445202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976454,0.00007487199,0.00004056194,0.0001005273,0.001271301,0.0002056725,0.00006681532,0.00006798763,0.000526848],"genre_scores_gemma":[0.9983176,0.000009828836,0.00001852144,0.00003459164,0.0003869247,0.00002200954,0.00001823658,0.00001238709,0.001179888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553153,"threshold_uncertainty_score":0.3816496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200327169550681,"score_gpt":0.4704074725305253,"score_spread":0.2700803029798443,"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."}}