{"id":"W4413078479","doi":"10.1080/14681994.2025.2534769","title":"Editorial introduction","year":2025,"lang":"en","type":"article","venue":"Sexual & Relationship Therapy","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer 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":[0.003804001,0.002009191,0.001620761,0.00349321,0.002542261,0.006333047,0.00220882,0.007042626,0.1211731],"category_scores_gemma":[0.02531219,0.0006328383,0.001482506,0.001087623,0.001210519,0.003114425,0.00162829,0.007404605,0.04826017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125924,"about_ca_system_score_gemma":0.003054541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293476,"about_ca_topic_score_gemma":0.002314167,"domain_scores_codex":[0.9963713,0.0004718066,0.0003728175,0.0006092091,0.001797758,0.0003770824],"domain_scores_gemma":[0.9741827,0.004398168,0.001377233,0.0008334126,0.01543307,0.003775423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001858837,0.000005300954,0.0000265374,0.0001248484,0.000003394905,0.00005152501,0.00000941008,0.0000107474,0.00004330833,0.000198538,0.9936672,0.005840665],"study_design_scores_gemma":[0.00002302263,0.00002366292,0.0002296096,0.0003363121,0.00001051783,0.0001332527,0.00004015287,0.00004537489,0.00009362214,0.0004704884,0.9985834,0.0000106303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000463268,0.001395448,0.00008048506,0.0217045,0.9708021,0.00002482918,0.0001280193,0.00008537233,0.005732809],"genre_scores_gemma":[0.001035908,0.002799868,0.0001406752,0.02291361,0.9394768,0.00004165047,0.0002086949,0.000122448,0.0332603],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1211731,"threshold_uncertainty_score":0.4053643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215345737778568,"score_gpt":0.3645809377626976,"score_spread":0.3224274803849119,"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."}}