{"id":"W4378576269","doi":"10.5430/jms.v14n1p31","title":"All on Board, Take Off! An Example of Practitioner’s Research on Teachers’ Professional Well-being in Higher Education in Their Early Career Stages","year":2023,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Onboarding; Context (archaeology); Professional development; Psychology; Medical education; Pedagogy; Best practice; Public relations; Management; Political science; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166027,0.0001078563,0.0001547764,0.00123995,0.00007272771,0.000133757,0.0001312234,0.00005919021,0.0003774026],"category_scores_gemma":[0.0000137398,0.00008804746,0.00002902319,0.000656284,0.00002774099,0.0008526531,0.00005026544,0.0003293694,0.00003376166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006429515,"about_ca_system_score_gemma":0.00005066247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297199,"about_ca_topic_score_gemma":0.0002016099,"domain_scores_codex":[0.9986773,0.00007718839,0.0003700865,0.0001699145,0.0005190615,0.0001864362],"domain_scores_gemma":[0.9994095,0.00006522871,0.000211127,0.0001065472,0.0001868318,0.0000207876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003744978,0.001080721,0.7577401,0.0001795021,0.00005884317,0.00008012483,0.001123113,0.001054162,0.0005342694,0.1922265,0.01713744,0.02841063],"study_design_scores_gemma":[0.0006758522,0.00008754713,0.9708222,0.000151248,0.00001305724,5.308253e-7,0.004760201,0.0000299305,0.00002880419,0.004256213,0.01908657,0.00008790676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832317,0.00003059379,0.000001106094,0.001434832,0.000299151,0.0002080897,7.893305e-7,0.00001203328,0.01478175],"genre_scores_gemma":[0.9944351,0.00007972622,0.00002543333,0.0003417436,0.0002624489,0.000008535159,0.00002383348,0.0000164456,0.004806675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213082,"threshold_uncertainty_score":0.4132293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276336592046321,"score_gpt":0.3531277852993578,"score_spread":0.2254941260947257,"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."}}