{"id":"W2463088381","doi":"10.5539/ass.v12n7p17","title":"Courtship Initiation Behaviour in Online Personals","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Psychology; Courtship; Interpersonal communication; Social psychology; Identity (music); Persona; Interpersonal relationship; Aesthetics; Computer science; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004722934,0.0000982299,0.0001225356,0.0005820337,0.0006097209,0.0009713443,0.0001545264,0.0003322943,0.003507211],"category_scores_gemma":[0.003424516,0.00008773235,0.0000880851,0.0003230544,0.0006319901,0.0005188081,0.0004571684,0.000415614,0.0003597171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818207,"about_ca_system_score_gemma":0.00007663672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111491,"about_ca_topic_score_gemma":0.001874719,"domain_scores_codex":[0.9995849,0.0001898529,0.00002034032,0.00006035022,0.0001048748,0.00003970954],"domain_scores_gemma":[0.9978389,0.001182338,0.000488276,0.0001784861,0.0001800893,0.0001318515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004834136,0.0007278824,0.4778986,0.0003581413,0.00006789639,0.003425836,0.3082351,0.0001777842,0.08267485,0.005066554,0.001830898,0.119053],"study_design_scores_gemma":[0.000006008687,0.0004001641,0.8942719,0.00007830579,0.00003031261,0.002811725,0.08216307,0.000697888,0.008733961,0.000738031,0.01002361,0.00004502224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954008,0.00004224071,0.0001305174,0.00002314619,0.000003333664,0.000005136978,0.00002454739,0.000004038776,0.004366226],"genre_scores_gemma":[0.9977538,0.00004847526,0.0002041745,0.00002125394,0.000004441471,0.000005019454,0.000026515,0.000002999706,0.001933271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507211,"threshold_uncertainty_score":0.01173276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423804158941914,"score_gpt":0.3472489919984157,"score_spread":0.3130109504089966,"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."}}