{"id":"W4400440646","doi":"10.5465/amproc.2024.14529symposium","title":"Developing Development: Beliefs and Behaviors Driving the Provision of Feedback, Advice, &amp; Coaching","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Kellogg's (Canada)","funders":"","keywords":"Coaching; Advice (programming); Psychology; Applied psychology; Computer science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01235894,0.0002860943,0.0001851468,0.001375235,0.002757692,0.004865373,0.0009829281,0.001148867,0.002335369],"category_scores_gemma":[0.03711532,0.0003603239,0.0002698,0.0007778053,0.00439821,0.002601804,0.002745062,0.002874314,0.0004214265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003118711,"about_ca_system_score_gemma":0.004896631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007510339,"about_ca_topic_score_gemma":0.008716512,"domain_scores_codex":[0.9920054,0.005270968,0.0002462017,0.0005542393,0.001350821,0.0005723718],"domain_scores_gemma":[0.9735432,0.01567004,0.003467995,0.000830283,0.003815432,0.002673114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001230671,0.0007337602,0.26196,0.000455632,0.00005356746,0.0005098743,0.3643378,0.00104505,0.004725208,0.0456387,0.01298411,0.3074333],"study_design_scores_gemma":[0.00006668577,0.000989569,0.2328659,0.001576615,0.0001496835,0.0006157086,0.520327,0.01104698,0.007385276,0.04499125,0.1796781,0.0003072033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762847,0.002407653,0.04048182,0.02518549,0.0002659571,0.0003542896,0.00008394099,0.0002830211,0.05465323],"genre_scores_gemma":[0.9829336,0.001079171,0.0103464,0.001108169,0.00003232973,0.00008580364,0.00003290073,0.00005142343,0.004330251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235894,"threshold_uncertainty_score":0.06536108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040053779769581,"score_gpt":0.3229963412052177,"score_spread":0.2925958034075219,"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."}}