{"id":"W2038005121","doi":"10.5339/qproc.2013.gic.7","title":"Outbound Train: The Instructor Support Project, Universal Design for Learning and the Role of Technology","year":2013,"lang":"en","type":"article","venue":"QScience Proceedings","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Globe; Function (biology); Scale (ratio); Computer science; Engineering; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121816,0.0003753075,0.0002402046,0.0007226862,0.00424092,0.005575532,0.001610535,0.001848953,0.02632406],"category_scores_gemma":[0.008740569,0.0001880768,0.0002563112,0.000466528,0.003114644,0.003165952,0.00488484,0.001456467,0.002312236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492787,"about_ca_system_score_gemma":0.008401453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005909416,"about_ca_topic_score_gemma":0.02349511,"domain_scores_codex":[0.9952664,0.002899109,0.0001045758,0.000335878,0.0007965437,0.0005975215],"domain_scores_gemma":[0.9933631,0.001770786,0.0001747718,0.0005473098,0.001200359,0.002943536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003458258,0.005148279,0.009531402,0.0004092556,0.00001534523,0.0008025147,0.1535485,0.0008383999,0.002786931,0.09156578,0.2092938,0.5257139],"study_design_scores_gemma":[0.0002350992,0.001499808,0.005441204,0.0005013624,0.00002373164,0.0003620122,0.08837074,0.00265392,0.003217628,0.01638126,0.881271,0.00004214197],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018643,0.001007735,0.05570791,0.03974646,0.001362324,0.001944476,0.000678177,0.002153895,0.3955347],"genre_scores_gemma":[0.7309547,0.0006529644,0.04608673,0.002509003,0.0001012683,0.001215514,0.0003633623,0.0005974335,0.217519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02632406,"threshold_uncertainty_score":0.08806276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603987246243622,"score_gpt":0.3025866807670805,"score_spread":0.2765468083046442,"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."}}