{"id":"W3209352613","doi":"10.6000/2292-2598.2021.09.05.5","title":"Impact of Emotional-Volitional Sphere of Future Specialists of Risky Professions on Professional Training Performance","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volition (linguistics); Psychology; Autonomy; Emotional exhaustion; Burnout; Control (management); Professional development; Social psychology; Applied psychology; Developmental psychology; Clinical psychology; Pedagogy; Management; Political science","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":[0.0006931786,0.0001946098,0.0001478348,0.0002978432,0.0004608503,0.000759735,0.0002124864,0.0002610755,0.003394808],"category_scores_gemma":[0.005616834,0.0000635411,0.0002059601,0.0001445023,0.0005635819,0.0002805655,0.001033048,0.0004855338,0.0003412729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005657821,"about_ca_system_score_gemma":0.0005381966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459504,"about_ca_topic_score_gemma":0.002383727,"domain_scores_codex":[0.999016,0.0003713687,0.0000470009,0.00009685416,0.0002503159,0.0002183625],"domain_scores_gemma":[0.9958657,0.001225632,0.0008045433,0.0001380992,0.0003884406,0.001577545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006821979,0.001072822,0.8889571,0.0001683275,0.00006352398,0.0008156216,0.01816104,0.0007554786,0.008493819,0.000619685,0.001338734,0.07887162],"study_design_scores_gemma":[0.000004032824,0.0002855822,0.9919007,0.00003027969,0.00001214553,0.0002529486,0.005532004,0.0003359674,0.0005393662,0.0001081819,0.000987191,0.00001167446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997629,0.00006886183,0.000112749,0.0000891117,0.000006524648,0.000005474158,0.00001734628,0.000004255707,0.002066761],"genre_scores_gemma":[0.99928,0.00005495989,0.00008832973,0.00001524248,0.000006295227,0.000004849058,0.00003723993,0.000001501064,0.0005114573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003394808,"threshold_uncertainty_score":0.01135677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08833044464106447,"score_gpt":0.3706601480480042,"score_spread":0.2823297034069397,"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."}}