{"id":"W4307857822","doi":"10.1177/19485506221132090","title":"The UBC State Social Connection Scale: Factor Structure, Reliability, and Validity","year":2022,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Connection (principal bundle); Reliability (semiconductor); Scale (ratio); Social psychology; Validity; Test validity; Psychometrics; Construct validity; Developmental psychology; Mathematics; Geography","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002200408,0.0002047147,0.0002371767,0.00004809989,0.006859926,0.0001991848,0.0003925281,0.0001361172,0.001397041],"category_scores_gemma":[0.0001635685,0.0001402413,0.00008306409,0.0006386717,0.003246587,0.0001341884,0.0002340149,0.0008111528,0.00001121884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900254,"about_ca_system_score_gemma":0.00002389691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003679176,"about_ca_topic_score_gemma":0.00004614284,"domain_scores_codex":[0.9964865,0.0009759339,0.0003018171,0.0009870919,0.0006632478,0.0005853387],"domain_scores_gemma":[0.9990255,0.0003653802,0.0001645761,0.0001996635,0.0000790326,0.0001658012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002749449,0.0009760396,0.3779475,0.00004165744,0.00009532973,0.00002748269,0.0415995,0.000006212761,0.01307348,0.06091952,0.02014236,0.4824214],"study_design_scores_gemma":[0.0004702082,0.0004039143,0.9392946,7.029215e-7,0.000009134128,0.00004028651,0.002630544,0.00001762904,0.000006905056,0.04575408,0.01116044,0.0002115812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830431,0.0000834498,0.0000435871,0.00717571,0.00159433,0.0002630963,0.0002224279,0.0001033737,0.007470932],"genre_scores_gemma":[0.9976181,0.00001698986,0.00002191295,0.001214716,0.0004057422,0.00003931223,0.000006701049,0.000007404964,0.0006690907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.561347,"threshold_uncertainty_score":0.9995158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562002851299356,"score_gpt":0.3805233251965888,"score_spread":0.3049032966835953,"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."}}