{"id":"W4212818844","doi":"10.31234/osf.io/5jesn","title":"The UBC State Social Connection Scale: Factor Structure, Reliability, and Validity","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Connection (principal bundle); Scale (ratio); Feeling; Psychology; Social psychology; Reliability (semiconductor); Mathematics; Geography; Power (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007478612,0.0003978475,0.0005786322,0.002469945,0.001022434,0.001084375,0.0006354701,0.0005942819,0.002841026],"category_scores_gemma":[0.0206258,0.0003136556,0.0007044902,0.001846414,0.0007717365,0.0009095004,0.001406685,0.0006620608,0.0005932712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006850307,"about_ca_system_score_gemma":0.001428425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004959277,"about_ca_topic_score_gemma":0.01010255,"domain_scores_codex":[0.9970543,0.000895755,0.000305952,0.0002246376,0.001366421,0.0001528939],"domain_scores_gemma":[0.9896409,0.004093804,0.00139132,0.0007872441,0.003398647,0.0006881401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003948145,0.0006715403,0.8667675,0.0001626138,0.0002294379,0.0000878808,0.00403081,0.0008450347,0.001824648,0.002190882,0.005033626,0.1177612],"study_design_scores_gemma":[0.0000637983,0.0002624801,0.9877564,0.00009841127,0.00007164189,0.000147336,0.0009931308,0.003431062,0.0005016646,0.001653221,0.004979648,0.00004125418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815462,0.0003396987,0.006067603,0.0002447287,0.00006112917,0.001019487,0.001002315,0.00009065679,0.009628243],"genre_scores_gemma":[0.9807309,0.0002210047,0.01378347,0.00006941693,0.00003750173,0.002202538,0.001482354,0.00004721429,0.001425641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007478612,"threshold_uncertainty_score":0.03955114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086106931973595,"score_gpt":0.3138760965417474,"score_spread":0.2230150272220114,"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."}}