{"id":"W4229072872","doi":"10.1007/s10869-022-09814-2","title":"Workplace Mindfulness: Multidimensional Model, Scale Development and Validation","year":2022,"lang":"en","type":"article","venue":"Journal of Business and Psychology","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"National Natural Science Foundation of China","keywords":"Mindfulness; Conceptualization; Operationalization; Construct (python library); Psychology; Industrial and organizational psychology; Construct validity; Scale (ratio); Applied psychology; Reliability (semiconductor); Empirical research; Validity; Social psychology; Psychometrics; Clinical psychology; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005449679,0.0001208341,0.0002547371,0.0002611314,0.0003246129,0.00001877083,0.0001210677,0.00006562303,0.00418189],"category_scores_gemma":[0.00001037379,0.0001052661,0.00005118935,0.000223666,0.00006779965,0.00008785981,0.00009978918,0.0002745232,0.000006898539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067256,"about_ca_system_score_gemma":0.00005260821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006457235,"about_ca_topic_score_gemma":0.000003194314,"domain_scores_codex":[0.9987509,0.000156856,0.0005149301,0.0002084739,0.0001989261,0.0001699134],"domain_scores_gemma":[0.999178,0.00005954147,0.0003714054,0.000132164,0.0001671641,0.00009174305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004584629,0.004354885,0.02056296,0.0001252861,0.0006651321,0.0003938908,0.007102808,0.006833082,0.0007489222,0.06968775,0.205004,0.6799366],"study_design_scores_gemma":[0.01523771,0.001214943,0.4473692,0.0002834797,0.0003067692,0.01355772,0.007161492,0.003316404,0.001976537,0.0343175,0.4739157,0.001342457],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833385,0.0005632385,0.1619636,0.001764551,0.001394519,0.00006354247,0.000007956749,0.000006220911,0.0008513448],"genre_scores_gemma":[0.9957605,0.000002761531,0.001964923,0.0004302738,0.0000836906,0.0001644123,0.000005447389,0.00001354521,0.001574427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6785942,"threshold_uncertainty_score":0.9967284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045315931350172,"score_gpt":0.3276512587292987,"score_spread":0.287198099415797,"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."}}