{"id":"W1989369158","doi":"10.1177/0265407514548394","title":"The development of online cross-group relationships among university students","year":2014,"lang":"en","type":"article","venue":"Journal of Social and Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Toronto","funders":"","keywords":"Lesbian; Closeness; Psychology; Social psychology; Authoritarianism; Developmental psychology; Online community; Sexual identity; Human sexuality; Gender studies; Psychoanalysis; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002135295,0.0001005462,0.0001671163,0.000112537,0.001862369,0.00003952852,0.0001989189,0.0001956095,0.0001228132],"category_scores_gemma":[0.0002053409,0.00007635054,0.0001106037,0.0002074857,0.0003224488,0.0001727346,0.00004268293,0.0007960849,0.000005798277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007476144,"about_ca_system_score_gemma":0.00007062786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005440859,"about_ca_topic_score_gemma":0.000206373,"domain_scores_codex":[0.9983447,0.0005150224,0.0005095597,0.000100141,0.0003844641,0.0001461532],"domain_scores_gemma":[0.9979291,0.001107289,0.0006097436,0.00006000842,0.0002084954,0.0000853457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081793,0.0001127137,0.9461507,0.000005919921,0.0001396285,0.000001194913,0.01693661,0.000009756704,0.000004544806,0.03495585,0.000138813,0.001436073],"study_design_scores_gemma":[0.0007690052,0.00004713408,0.9776537,0.00001847033,0.00006722144,0.000006708505,0.01320901,0.0001278104,3.085218e-7,0.001280215,0.006738266,0.00008209822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993204,0.0001489454,0.003252772,0.000492553,0.0003012471,0.00008060355,0.000008477424,0.00000733461,0.002504074],"genre_scores_gemma":[0.9949194,0.00001482996,0.0007842063,0.00000699522,0.000176503,4.945625e-7,0.00001304557,0.000008608861,0.004075983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03367564,"threshold_uncertainty_score":0.9994371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665143641629778,"score_gpt":0.3834549899008062,"score_spread":0.3169406257378284,"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."}}