{"id":"W4388569378","doi":"10.1108/978-1-83753-136-320231008","title":"Concluding Thoughts: Future Directions for Research and Practice","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Work (physics); Psychology; Public relations; Scale (ratio); Pedagogy; Engineering ethics; Political 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":["insufficient_payload"],"category_scores_codex":[0.001087507,0.0001522715,0.0001716396,0.0002298076,0.0003678917,0.00004694373,0.0001259816,0.0004097044,0.001688052],"category_scores_gemma":[0.0001444216,0.0001323632,0.0000627854,0.00007166584,0.0001583249,0.000122366,0.00006084159,0.0006167417,0.002109631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003637072,"about_ca_system_score_gemma":0.00004101972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003852974,"about_ca_topic_score_gemma":0.0001126664,"domain_scores_codex":[0.998862,0.00003672416,0.0002093458,0.0003954853,0.0002251545,0.0002713499],"domain_scores_gemma":[0.9960808,0.003031911,0.00007429827,0.0002479125,0.0004982534,0.00006683375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000078827,0.00001266042,0.000002071603,0.0000283704,0.0001123756,0.000007968522,0.000592487,1.449772e-7,0.000002973242,0.8311675,0.1544683,0.01352633],"study_design_scores_gemma":[0.00006950348,0.0001759362,0.00001528724,0.0000638092,0.00002415074,0.00006048245,0.001229043,0.000005727699,0.00001023507,0.07291003,0.925298,0.0001377929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005130942,0.002642265,0.0002689256,0.005186903,0.002591014,0.0004379901,0.00008140421,0.0001101148,0.9886762],"genre_scores_gemma":[0.00006054654,0.00790672,0.0005974057,0.0003571889,0.004477844,0.0001004303,0.00006102818,0.0000582472,0.9863806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7708297,"threshold_uncertainty_score":0.9992245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4582220151921683,"score_gpt":0.5340417267385676,"score_spread":0.07581971154639933,"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."}}