{"id":"W2756760677","doi":"10.14738/assrj.417.3487","title":"A Comparison between the Same-Ethnicity and Cross-Ethnicity Friendship Quality of Early Adults in Karachi","year":2017,"lang":"en","type":"article","venue":"Advances in Social Sciences Research Journal","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Friendship; Feeling; Psychology; Significant difference; Social psychology; Medicine; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0146595,0.0001053007,0.0003186788,0.0001973094,0.003119595,0.0002877488,0.001276766,0.0001563684,0.00004979727],"category_scores_gemma":[0.001317048,0.00007127313,0.00006779285,0.0005519033,0.00608609,0.0009396208,0.0002792466,0.001803747,0.000004918445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054706,"about_ca_system_score_gemma":0.0001242012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091566,"about_ca_topic_score_gemma":0.004095789,"domain_scores_codex":[0.9955313,0.001841049,0.0006566776,0.0003025391,0.001046378,0.0006220135],"domain_scores_gemma":[0.9972889,0.001656747,0.0005614503,0.0002231323,0.000183833,0.00008592736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001509099,0.00008061031,0.9563516,0.000009173098,0.000006562714,0.000003490293,0.009403053,0.00003302676,0.00000576773,0.01119835,0.00001021046,0.02274719],"study_design_scores_gemma":[0.0006648584,0.0001683179,0.9560159,0.00004378676,0.000002019415,0.000001675907,0.00509233,0.0001189944,0.000003459249,0.03767698,0.0001287119,0.00008295819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802391,0.001865434,0.0001761403,0.001102223,0.0002623072,0.0002073849,0.00001049939,0.000004308169,0.0161326],"genre_scores_gemma":[0.9990845,0.0003483281,0.0001548279,0.0000110177,0.0002941825,0.000008790793,6.262038e-7,0.000004616571,0.00009313535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02647862,"threshold_uncertainty_score":0.9981782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2832293279184003,"score_gpt":0.6447307176257726,"score_spread":0.3615013897073723,"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."}}