{"id":"W2616345675","doi":"","title":"Educator Evaluation of Academic and Social Competence in Students with Acquired Brain Injury (ABI) Relative to Assessed Performance and Sense of Belonging","year":2012,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Neurotrauma Foundation","keywords":"Psychology; Neurocognitive; Competence (human resources); Perception; Social competence; Academic achievement; Identification (biology); Cognition; Developmental psychology; Social psychology; Social change","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003098957,0.000293562,0.0006010996,0.001198656,0.0001854772,0.00002514477,0.0002491718,0.0003582641,0.00000262536],"category_scores_gemma":[0.0001097591,0.0003418988,0.00007251412,0.0007952019,0.0001992634,0.001179114,0.0002112151,0.0004369881,0.000001252868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229402,"about_ca_system_score_gemma":0.0007858569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006603865,"about_ca_topic_score_gemma":0.0001245542,"domain_scores_codex":[0.9976045,0.0001915781,0.0003161865,0.0004686918,0.001103957,0.0003150393],"domain_scores_gemma":[0.9983002,0.0002328152,0.000428448,0.0002125116,0.0005981094,0.0002279362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007952182,0.0005199204,0.8838294,0.00182359,0.000510217,0.00004339453,0.00357969,0.00001772844,0.09744936,0.000077349,0.000759032,0.003438194],"study_design_scores_gemma":[0.002639002,0.0006396589,0.9415978,0.001406242,0.0005235476,0.00003977599,0.0504045,0.00001392349,0.002173602,0.000005931752,0.0002293552,0.0003266156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933999,0.00004670048,0.0000153562,0.00001000046,0.00007021185,0.0009295943,0.00004461056,0.00002517418,0.005458481],"genre_scores_gemma":[0.9662579,0.00002013523,0.00008925343,0.000007105666,0.00002768395,6.850606e-7,0.00009491169,0.00002548876,0.03347685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09527576,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023526425332435,"score_gpt":0.3041810211571798,"score_spread":0.2739457569038554,"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."}}