{"id":"W1994968425","doi":"10.1080/10400435.2006.10131901","title":"Building Research Capacity: An Invitation to Participate","year":2006,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Capacity building; Engineering; Medical education; Engineering management; Medicine; Psychology; Political science","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":[0.01703114,0.003572817,0.001876834,0.0009583763,0.01444875,0.006329651,0.003642945,0.03845423,0.04119867],"category_scores_gemma":[0.03290672,0.001823456,0.00211794,0.0004322104,0.004018484,0.00499091,0.01664441,0.03073093,0.03181085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308209,"about_ca_system_score_gemma":0.01136767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471845,"about_ca_topic_score_gemma":0.003965827,"domain_scores_codex":[0.9883707,0.004331048,0.0007699614,0.0008076894,0.001977968,0.003742651],"domain_scores_gemma":[0.9557806,0.01084915,0.001498803,0.002396922,0.006242063,0.02323242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006886037,0.0007339346,0.0009959526,0.000515941,0.0000234609,0.003252608,0.005409799,0.0003247467,0.008609854,0.004372065,0.9535864,0.02148676],"study_design_scores_gemma":[0.0002548715,0.0002772396,0.002122993,0.000209776,0.00001301573,0.0008279085,0.006717174,0.0007390765,0.0009639367,0.003155218,0.984607,0.0001117257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02553772,0.003199121,0.01248333,0.676171,0.2003617,0.02145449,0.0009606235,0.002341626,0.05749043],"genre_scores_gemma":[0.1094285,0.002412632,0.01457652,0.4280383,0.07871503,0.03674892,0.0006773934,0.001470613,0.327932],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04119867,"threshold_uncertainty_score":0.1378233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4116788493692083,"score_gpt":0.558916308060127,"score_spread":0.1472374586909188,"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."}}