{"id":"W2899305783","doi":"10.5539/mas.v12n11p121","title":"A Quantitative Survey of Online Impression Formation and Mate Preferences among Saudi Users of Matrimonial Websites","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Communication source; Psychology; Religiosity; Social psychology; Impression; Variables; Demography; Advertising; Sociology; Mathematics; Statistics; Political science; Business; Law","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":[0.001619418,0.0002320185,0.0002081084,0.0008078118,0.0005561008,0.0005662895,0.0001723846,0.0003193147,0.002169675],"category_scores_gemma":[0.004366319,0.0001786206,0.000283435,0.0004475893,0.0002482497,0.0005521507,0.0003890379,0.0003983983,0.0004144196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340986,"about_ca_system_score_gemma":0.0002248158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211565,"about_ca_topic_score_gemma":0.003476925,"domain_scores_codex":[0.999503,0.0001987921,0.00006804852,0.00003007796,0.0001370105,0.00006303364],"domain_scores_gemma":[0.9958221,0.001522,0.001161417,0.0001973543,0.0008231616,0.0004739602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911599,0.0005685663,0.9580961,0.0001237057,0.00003469815,0.0001766933,0.01843351,0.00005914965,0.002478911,0.00009011172,0.0004518805,0.01929537],"study_design_scores_gemma":[0.00001331711,0.0007968413,0.9702759,0.00002886492,0.00002934533,0.0002464731,0.02587307,0.0005501512,0.0007383486,0.0000399251,0.001385275,0.00002238301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993662,0.00001957321,0.00004995408,0.00001697038,0.000001523114,0.00002228973,0.00007779731,0.00000189128,0.0004437653],"genre_scores_gemma":[0.9988415,0.00006665403,0.0002538161,0.00003728107,0.000005323605,0.00003964452,0.000131341,0.000001180084,0.000623198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211565,"threshold_uncertainty_score":0.008564353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05659859523853268,"score_gpt":0.4025603038529532,"score_spread":0.3459617086144205,"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."}}