{"id":"W2963325843","doi":"10.5539/cis.v12n3p58","title":"IT Professionals’ Personality, Personal Characteristics, and Commitment: Evidence from a National Survey","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroticism; Organizational commitment; Psychology; Personality; Big Five personality traits; Social psychology; Sample (material); Normative; Variables; Statistical significance; Statistics; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00223541,0.0001247368,0.0001781574,0.001006279,0.0005229508,0.0005450661,0.0002986928,0.0002531631,0.001181564],"category_scores_gemma":[0.007395372,0.0002158514,0.0002264514,0.001766525,0.0003198994,0.0004809065,0.0007438744,0.0004601705,0.0002596366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188772,"about_ca_system_score_gemma":0.0006198413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507559,"about_ca_topic_score_gemma":0.03467406,"domain_scores_codex":[0.9991596,0.0003141583,0.00008872294,0.0001051489,0.0002169186,0.0001154903],"domain_scores_gemma":[0.9924016,0.002287292,0.00277393,0.0005488909,0.001009925,0.0009782421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001003115,0.00003296028,0.9970531,0.000006671638,0.00001168207,0.00001071586,0.0004527184,0.00001154326,0.00002713709,0.00001840865,0.00009897524,0.002265926],"study_design_scores_gemma":[6.4058e-7,0.00001009764,0.9991869,0.000004689501,0.000004136421,0.00001390573,0.0006238495,0.00002647374,0.00001245814,0.000006484966,0.0001095538,7.862499e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992348,0.0000534791,0.00005209454,0.0000529141,0.000001727644,0.000003522243,0.000127184,8.807691e-7,0.0004733542],"genre_scores_gemma":[0.9990487,0.0001843425,0.0001373306,0.00005459673,0.000004142414,0.00001286751,0.000375801,0.00000121245,0.0001808567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507559,"threshold_uncertainty_score":0.02997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423922186997874,"score_gpt":0.287439422940914,"score_spread":0.2450472042411266,"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."}}