{"id":"W2027051144","doi":"10.1177/00131640021970655","title":"Development and Validation of Scores on a Two-Dimensional Workplace Friendship Scale","year":2000,"lang":"en","type":"article","venue":"Educational and Psychological Measurement","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":343,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Friendship; Nomological network; Psychology; Scale (ratio); Discriminant validity; Construct validity; Sample (material); Convergent validity; Predictive validity; Construct (python library); Social psychology; Test validity; Likert scale; External validity; Internal consistency; Replicate; Applied psychology; Psychometrics; Developmental psychology; Statistics; Mathematics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008408917,0.0003792092,0.0004030494,0.002636194,0.0005265762,0.0009509084,0.0006612842,0.0005299016,0.001273769],"category_scores_gemma":[0.01974381,0.0003020854,0.0004745615,0.0009175368,0.0006710616,0.0009002446,0.001239544,0.0009486877,0.0005430249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004229447,"about_ca_system_score_gemma":0.00101546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001203924,"about_ca_topic_score_gemma":0.002759666,"domain_scores_codex":[0.9958845,0.001423871,0.0006406277,0.000218938,0.001594862,0.0002371761],"domain_scores_gemma":[0.9854075,0.004791366,0.001674762,0.001302891,0.005824737,0.0009987151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949539,0.001369815,0.8442301,0.0001151159,0.0001092221,0.000142663,0.00569638,0.000610764,0.006626706,0.001273832,0.00170497,0.1378255],"study_design_scores_gemma":[0.00008959853,0.0012813,0.9845498,0.00004881754,0.00003262536,0.0002140798,0.002823204,0.002926535,0.002408317,0.0006759744,0.004911248,0.00003854684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864191,0.00008860528,0.006017594,0.0001289082,0.00004351016,0.001367786,0.0004870731,0.00005129949,0.00539614],"genre_scores_gemma":[0.9680807,0.0001180302,0.02645213,0.00006470244,0.00002189167,0.002356407,0.00118056,0.00002384253,0.001701604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008408917,"threshold_uncertainty_score":0.04447114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07775349235747162,"score_gpt":0.2954924167858354,"score_spread":0.2177389244283638,"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."}}