{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005073445,0.0003422892,0.0005280451,0.00204935,0.0007500052,0.0007685914,0.0004924907,0.0004754342,0.002136912],"category_scores_gemma":[0.01269631,0.0002393673,0.0005903235,0.001632466,0.0005345441,0.0006388924,0.000985095,0.0005565956,0.0004063449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954726,"about_ca_system_score_gemma":0.001140826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389058,"about_ca_topic_score_gemma":0.01035892,"domain_scores_codex":[0.9980221,0.0006202058,0.0002106077,0.0001367396,0.0009083371,0.0001020022],"domain_scores_gemma":[0.9933088,0.002268055,0.001011124,0.0004186263,0.002445026,0.000548356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002891409,0.0004881964,0.9032389,0.0001022442,0.0001668172,0.00005523778,0.00183692,0.0006791594,0.001426046,0.001050751,0.00333063,0.087336],"study_design_scores_gemma":[0.00004202442,0.0002363056,0.9922078,0.00005631393,0.00004521186,0.0001091648,0.0005303934,0.00307347,0.0003330601,0.0007651584,0.002575744,0.00002534055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9872798,0.000311983,0.004466836,0.0001921633,0.00004009692,0.0006435505,0.000782885,0.00006511874,0.006217634],"genre_scores_gemma":[0.9874258,0.0001718724,0.009098062,0.00005341391,0.00002210451,0.001104268,0.001232459,0.00002418874,0.0008677458],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005073445,"threshold_uncertainty_score":0.02683127,"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."}}