{"id":"W7132966967","doi":"","title":"Giving Feedback: Experiences, Training, and Perspectives of School Psychologists and Psychological Associates","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of International Science and Engineering; University of Toronto","keywords":"Obligation; School psychology; Psychological intervention; Cornerstone; Personalization; Process (computing); Value (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01172801,0.0005640484,0.0006799521,0.001307948,0.02060594,0.009057682,0.00144431,0.003370112,0.002436273],"category_scores_gemma":[0.02728886,0.0008224663,0.0003333633,0.001896503,0.01112352,0.004551501,0.007879722,0.007178027,0.0004714704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007172538,"about_ca_system_score_gemma":0.01060288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02741173,"about_ca_topic_score_gemma":0.07113488,"domain_scores_codex":[0.9782447,0.01509758,0.0004061367,0.0005919758,0.002004721,0.003654757],"domain_scores_gemma":[0.9772205,0.01031469,0.001877027,0.0004226867,0.002630504,0.007534569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003392178,0.0001694429,0.004971948,0.00007671566,0.000003767063,0.0007544163,0.9829364,0.00002152579,0.000246852,0.0005021499,0.00221349,0.008069429],"study_design_scores_gemma":[0.000004762644,0.0000754232,0.003743633,0.0001017376,0.00000435559,0.000410518,0.9811399,0.00002204368,0.00009411201,0.0001305038,0.01425991,0.00001296268],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636068,0.003156191,0.0007363774,0.01326165,0.0002671774,0.0001125794,0.00004680166,0.00003632418,0.01877597],"genre_scores_gemma":[0.9858115,0.002975436,0.0006651362,0.003411146,0.0001144066,0.00008697082,0.00002212653,0.00003757806,0.006875722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741173,"threshold_uncertainty_score":0.06202441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427329598001256,"score_gpt":0.4856039483553675,"score_spread":0.3428709885552419,"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."}}