{"id":"W3209398253","doi":"10.6000/2292-2598.2021.09.05.12","title":"Professional Consciousness as a Subjective Component of a Personal Professional Development","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":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Consciousness; Professional studies; Competence (human resources); Psychology; Process (computing); Personality; Personal development; Engineering ethics; Medical education; Pedagogy; Social psychology; Computer science; Medicine; Engineering","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":[0.0007290107,0.0002481221,0.0005356452,0.0000688217,0.000210259,0.00005651491,0.0002465845,0.00007983308,0.0003402665],"category_scores_gemma":[0.0007067168,0.0001701456,0.0002035685,0.0002808716,0.0002845337,0.0002000374,0.0002152306,0.0002032387,0.000006234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616293,"about_ca_system_score_gemma":0.001892183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004094391,"about_ca_topic_score_gemma":0.00004620048,"domain_scores_codex":[0.9974197,0.0004896093,0.0008331665,0.0003788015,0.0006415427,0.0002371577],"domain_scores_gemma":[0.9959972,0.002580299,0.000374754,0.000192711,0.0006176149,0.0002374317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311269,0.0279106,0.5436548,0.0001509366,0.001224155,0.000093455,0.09996466,0.000008273239,0.0005632252,0.005730477,0.001182973,0.3191853],"study_design_scores_gemma":[0.002320097,0.001441488,0.9073828,0.0008036662,0.00009842925,0.000534207,0.008994967,0.0002110994,0.06287206,0.004677347,0.01019214,0.0004717185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916843,0.001336714,0.001520827,0.004008514,0.001076454,0.0002617756,0.000007377145,0.000008940262,0.00009508697],"genre_scores_gemma":[0.9601455,0.0002863502,0.03900361,0.0001335147,0.00007193253,0.0001107419,0.000006013533,0.000008173827,0.0002341279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.363728,"threshold_uncertainty_score":0.6938338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266872247344542,"score_gpt":0.3391427752622372,"score_spread":0.2864740527887918,"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."}}