{"id":"W3094121312","doi":"10.1002/pits.22435","title":"How students conceptualize grade‐based acceleration in inclusive settings","year":2020,"lang":"en","type":"article","venue":"Psychology in the Schools","topic":"School Choice and Performance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Acceleration; Mathematics education; Psychological intervention; Cluster (spacecraft); Cluster grouping; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002839056,0.0005291384,0.0003356495,0.001891228,0.001518875,0.005950931,0.0008938476,0.0009398417,0.002097732],"category_scores_gemma":[0.006916322,0.0002587042,0.0004342563,0.0006936719,0.004105961,0.002303617,0.003629797,0.001917386,0.0002559781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580783,"about_ca_system_score_gemma":0.001277716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00519918,"about_ca_topic_score_gemma":0.004940066,"domain_scores_codex":[0.9978186,0.001090718,0.0001124255,0.0001857593,0.0004654116,0.0003271237],"domain_scores_gemma":[0.9968938,0.001058066,0.0006640939,0.0002023425,0.0004703882,0.000711355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001087679,0.0006606791,0.3920928,0.0001113509,0.00006931971,0.0004154675,0.5618578,0.0006801361,0.003040341,0.01622169,0.0008434116,0.02389828],"study_design_scores_gemma":[0.00002815696,0.0004718906,0.2773587,0.0002282384,0.00006380421,0.0003785939,0.6889132,0.004244157,0.001244623,0.0174055,0.009561474,0.0001016309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994312,0.00004857609,0.001714463,0.0002643593,0.000008136542,0.00003106525,0.0000143825,0.00001733645,0.003589553],"genre_scores_gemma":[0.9992121,0.00002981382,0.0003901201,0.00002614517,0.000001262632,0.00001265624,0.0000115636,0.0000033755,0.0003128984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005950931,"threshold_uncertainty_score":0.01501453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08399236857004706,"score_gpt":0.4309554172468574,"score_spread":0.3469630486768104,"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."}}