{"id":"W4400440646","doi":"10.5465/amproc.2024.14529symposium","title":"Developing Development: Beliefs and Behaviors Driving the Provision of Feedback, Advice, & 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002315606,0.0001674611,0.0002150802,0.0002234823,0.0006886718,0.0001450591,0.0004360073,0.0001429933,0.00003211631],"category_scores_gemma":[0.00006790653,0.0001383357,0.00005288697,0.0006622022,0.0002826281,0.0005947306,0.000346855,0.0002528838,0.00001142403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103028,"about_ca_system_score_gemma":0.0001066183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007277902,"about_ca_topic_score_gemma":0.00003566188,"domain_scores_codex":[0.9980399,0.00002396268,0.0005091509,0.0003294571,0.0007270022,0.0003705444],"domain_scores_gemma":[0.9995614,0.00007996596,0.000188678,0.0000351731,0.00006091025,0.00007389616],"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":[0.00001429758,0.00004565585,0.2026081,0.001462221,0.0002566152,0.000002120449,0.1764749,5.51844e-7,0.000288745,0.431868,0.003514571,0.1834643],"study_design_scores_gemma":[0.0002529564,0.00001486184,0.3893299,0.001520883,0.0001445934,0.000001292961,0.02076127,0.00001114303,0.0008721786,0.003840625,0.5827813,0.0004689579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619315,0.0004747779,0.0002119861,0.004015018,0.0001436123,0.0006996933,8.5658e-7,0.0001820686,0.03234044],"genre_scores_gemma":[0.9859975,0.0007662759,0.008095973,0.0001453001,0.00009366984,0.0000380327,0.000002807189,0.00002093068,0.0048395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5792667,"threshold_uncertainty_score":0.5641165,"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."}}