{"id":"W4285041318","doi":"10.1111/pere.12431","title":"Conceptions and the experience of friendship in <scp>underrepresented</scp> groups","year":2022,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Winnipeg","funders":"John Templeton Foundation","keywords":"Friendship; Homophily; Mainstream; Ethnic group; Diversity (politics); Sexual orientation; Social psychology; Psychology; Psychological intervention; Race (biology); Cultural diversity; Sexual minority; Meaning (existential); Gender studies; Sociology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008229091,0.0001054296,0.0001520558,0.0001571305,0.0006893246,0.00001535295,0.0001825298,0.00007656268,0.0004720709],"category_scores_gemma":[0.0004653548,0.00008810899,0.00007441324,0.0005398807,0.0005645715,0.00009687302,0.0001178716,0.000794747,0.00002308911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006250868,"about_ca_system_score_gemma":0.00003361086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245296,"about_ca_topic_score_gemma":0.00007514266,"domain_scores_codex":[0.9981711,0.0007619336,0.0003182356,0.0002495009,0.0002923013,0.0002069302],"domain_scores_gemma":[0.9965046,0.003057783,0.0001494616,0.0002081012,0.00002953362,0.00005049716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002378662,0.00006565624,0.5590523,0.00000237573,0.00001986341,0.000002521855,0.09580321,0.000269133,0.000005271785,0.344447,0.00023148,0.00007739374],"study_design_scores_gemma":[0.001549174,0.00003212781,0.7477665,0.000006063894,0.00002761564,0.00003823334,0.2254952,0.008253924,5.996999e-7,0.01516545,0.001611546,0.0000535339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457532,0.001221875,0.001372159,0.001133836,0.0003189462,0.0003347929,0.00002845837,0.00002853397,0.04980827],"genre_scores_gemma":[0.9957174,0.00001467524,0.00009326449,0.00006858425,0.00003777877,0.0002906399,0.00003625724,0.00001222067,0.00372918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3292815,"threshold_uncertainty_score":0.5301797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05675786508750946,"score_gpt":0.3671774407313897,"score_spread":0.3104195756438803,"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."}}