{"id":"W2164856717","doi":"","title":"Policy and Practice: Acquired Brain Injury in Canadian Educational Systems.","year":2005,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Acquired brain injury; Accommodation; Categorization; Psychology; Accountability; Public relations; Political science; Pedagogy; Medical education; Medicine; Rehabilitation","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":[0.0125934,0.0004887711,0.0004297321,0.003457897,0.02231831,0.01077093,0.00424912,0.008539469,0.01227429],"category_scores_gemma":[0.03770336,0.0005049485,0.0006118357,0.005129661,0.00730518,0.004309897,0.005735033,0.004588146,0.0007887727],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2262911,"about_ca_system_score_gemma":0.6539879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949259,"about_ca_topic_score_gemma":0.9965993,"domain_scores_codex":[0.9815937,0.002226806,0.0009550935,0.000939298,0.007016487,0.007268696],"domain_scores_gemma":[0.9483644,0.005097549,0.002457184,0.0006013146,0.02054239,0.02293717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000818048,0.0002730107,0.06739412,0.001606949,0.0000545626,0.001810069,0.03956112,0.001618301,0.0006380234,0.1872174,0.5157742,0.1839705],"study_design_scores_gemma":[0.00007876313,0.000122772,0.1803136,0.003158839,0.00007035131,0.000535836,0.05818723,0.001677886,0.0004660095,0.01488144,0.740291,0.0002162656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04749583,0.0161258,0.001019312,0.7836292,0.002262659,0.0004621868,0.001579028,0.0001235112,0.1473026],"genre_scores_gemma":[0.7478787,0.02236913,0.00668239,0.1257591,0.000620381,0.0004369263,0.001464661,0.00006508013,0.0947236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7737089,"threshold_uncertainty_score":0.8973927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533133546917886,"score_gpt":0.4251158478584548,"score_spread":0.369784512389276,"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."}}