{"id":"W4382500748","doi":"10.3389/feduc.2023.1170454","title":"Accessibility in assessment for learning: sharing criteria for success","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Australian Research Council; Australian Government","keywords":"Rubric; Mathematics education; Curriculum; Psychology; Dilemma; Intervention (counseling); Best practice; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.04520158,0.001074795,0.001272357,0.01051316,0.004487579,0.01247038,0.002580529,0.002330716,0.002733679],"category_scores_gemma":[0.1526727,0.0006296707,0.001285089,0.005632123,0.01441012,0.01280349,0.01786613,0.002390457,0.000515443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005930583,"about_ca_system_score_gemma":0.005789733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002904342,"about_ca_topic_score_gemma":0.002199054,"domain_scores_codex":[0.8995471,0.05371783,0.01231842,0.003883323,0.02732865,0.003204604],"domain_scores_gemma":[0.8642398,0.0817895,0.0118966,0.01030487,0.02486641,0.006902793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002834418,0.0005197454,0.1126665,0.001722846,0.0002830724,0.001485616,0.2031101,0.004885703,0.003992838,0.2871441,0.00675936,0.3771467],"study_design_scores_gemma":[0.0001223818,0.001604512,0.1209247,0.003036523,0.0002834907,0.003415686,0.1533596,0.02377095,0.005330392,0.5863427,0.1010496,0.0007595529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4096947,0.002416712,0.3571076,0.007201894,0.0004470777,0.002903155,0.0002766578,0.0007577498,0.2191944],"genre_scores_gemma":[0.9402629,0.0001937381,0.05697687,0.0001083069,0.00004509812,0.0006324336,0.00008997223,0.00008062029,0.001610195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04520158,"threshold_uncertainty_score":0.2390517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06558998663233546,"score_gpt":0.4688903575176367,"score_spread":0.4033003708853013,"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."}}