{"id":"W7132985766","doi":"","title":"Feedback with Children: Exploring a Framework for Providing Psychoeducational Assessment Results in Schools","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Set (abstract data type); Transformative learning; Reflexivity; Thematic analysis; School psychology; Formative assessment; Peer assessment; Point (geometry); Frame (networking)","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":[0.09212927,0.001404903,0.0008245576,0.006869043,0.0169051,0.02063956,0.006261486,0.007047583,0.00285731],"category_scores_gemma":[0.07281921,0.001564817,0.001404145,0.003004407,0.04694157,0.01897653,0.0153107,0.009002561,0.0007008386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02542571,"about_ca_system_score_gemma":0.02539051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02023524,"about_ca_topic_score_gemma":0.0271128,"domain_scores_codex":[0.8358719,0.1432592,0.004836713,0.00344429,0.008226185,0.004361675],"domain_scores_gemma":[0.9059587,0.06819519,0.005571084,0.003001734,0.009263117,0.008010152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004441245,0.0001289992,0.002750491,0.0004964914,0.00001812501,0.001025736,0.907943,0.0002906985,0.0006801264,0.05671981,0.002015307,0.0278867],"study_design_scores_gemma":[0.00005946028,0.0003334438,0.003505638,0.002965455,0.00005551041,0.001257425,0.7871292,0.001641235,0.001156982,0.0628502,0.1389078,0.0001377374],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.260386,0.013064,0.4256563,0.1557966,0.001317251,0.004709766,0.0003883493,0.001489601,0.137192],"genre_scores_gemma":[0.7177299,0.002801688,0.2670629,0.00392988,0.0001250774,0.00217941,0.0001170087,0.0002379091,0.00581623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09212927,"threshold_uncertainty_score":0.487232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293224764810312,"score_gpt":0.4916008824351552,"score_spread":0.3622784059541241,"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."}}