{"id":"W4385310111","doi":"10.1177/03063070231191878","title":"When does role ambiguity escalate into diminished change-oriented organizational citizenship behavior?","year":2023,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Ambiguity; Organizational citizenship behavior; Psychology; Work (physics); Social psychology; Organizational commitment; Organizational change; Harmony (color); Empirical research; Survey data collection; Business; Public relations; Political science; Computer science; Engineering","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":[0.0004364572,0.0002187379,0.0002580637,0.0007259726,0.0002623289,0.000266495,0.0003127279,0.00007222057,0.001396783],"category_scores_gemma":[0.00007172527,0.0001749958,0.0001241028,0.001111204,0.00004006998,0.0007356242,0.0003130419,0.0001614912,0.0004871731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053967,"about_ca_system_score_gemma":0.00002133218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009330202,"about_ca_topic_score_gemma":0.00004795067,"domain_scores_codex":[0.9980667,0.0000232211,0.0006075159,0.0002393758,0.0007702623,0.0002929413],"domain_scores_gemma":[0.9987608,0.00001907771,0.0004315199,0.0001905866,0.0005508589,0.00004714402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066855,0.0002917149,0.8474724,0.0002131796,0.00026655,0.0003753025,0.0005169518,0.0001551462,0.00371119,0.0739814,0.0539942,0.01891522],"study_design_scores_gemma":[0.001207457,0.00002522531,0.9493353,0.00005353026,0.0003281306,0.00001089787,0.0006248578,0.0003475945,0.000306405,0.01394244,0.03349643,0.0003217222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878266,0.00004881315,0.000585394,0.005905664,0.002578711,0.0004396663,0.00000698723,0.0002084853,0.00239966],"genre_scores_gemma":[0.9904284,0.00007104097,0.001705385,0.002513758,0.002698691,0.000029435,0.0001192503,0.00006338904,0.002370625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018629,"threshold_uncertainty_score":0.9995161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829039809537526,"score_gpt":0.2462729293472068,"score_spread":0.2279825312518315,"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."}}