{"id":"W4377965431","doi":"10.1007/s12144-023-04764-1","title":"Finding similar others online: Predictors of social support outcomes in online communities for multiracial people","year":2023,"lang":"en","type":"article","venue":"Current Psychology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social media; Social psychology; Social identity theory; Identity (music); Online participation; Social support; Path analysis (statistics); Test (biology); Online community; Social group; The Internet; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004054356,0.0001246937,0.0003709062,0.0002520284,0.0002732623,0.00001023335,0.0003512968,0.0002042616,0.0001295155],"category_scores_gemma":[0.0005438683,0.0001328567,0.0001472065,0.0004423384,0.000463931,0.00006587979,0.00004237142,0.000241559,0.00001210274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005960699,"about_ca_system_score_gemma":0.0001622055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004461119,"about_ca_topic_score_gemma":0.01124713,"domain_scores_codex":[0.9984424,0.0002765,0.0003854651,0.0001442438,0.0002253204,0.0005260708],"domain_scores_gemma":[0.998746,0.0008247978,0.0001478604,0.000124094,0.00007985011,0.00007742024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002839417,0.0004314412,0.7738485,0.00004287274,0.00002812449,7.706802e-7,0.2087281,0.000002593925,0.0000192369,0.002503648,0.008769563,0.005596815],"study_design_scores_gemma":[0.001935616,0.0001481029,0.5877964,0.00002957182,0.00004224989,1.987333e-7,0.1932119,0.00005655841,0.000009905366,0.002383164,0.214126,0.0002602628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988807,0.00002962103,0.00001609305,0.003656745,0.005816484,0.0003700844,0.0008351625,0.00008957471,0.000379287],"genre_scores_gemma":[0.9976803,0.0001850682,0.00006926572,0.0002927092,0.001065311,0.0000501762,0.0004442378,0.00002091453,0.0001919815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053564,"threshold_uncertainty_score":0.6276161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597298605577369,"score_gpt":0.4905217385805046,"score_spread":0.3307918780227677,"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."}}