{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002986589,0.00009036483,0.0001492663,0.001200506,0.0002815213,0.0001459771,0.0005839956,0.00009895038,0.0001323251],"category_scores_gemma":[0.002019965,0.00007390784,0.00002573045,0.002364561,0.000204645,0.0002630244,0.0001734562,0.0001850543,0.0007207173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605584,"about_ca_system_score_gemma":0.00008534148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175669,"about_ca_topic_score_gemma":0.0003322813,"domain_scores_codex":[0.9975492,0.0001969123,0.0003780522,0.0005074713,0.0009815269,0.0003867999],"domain_scores_gemma":[0.997848,0.0005862851,0.00009365479,0.0004598282,0.0009350181,0.00007721083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001337807,0.0002691251,0.2099521,0.000001228607,0.000008195649,0.000002763266,0.00008418447,0.00004597776,0.08059479,0.6190317,0.02052988,0.0694667],"study_design_scores_gemma":[0.0001018212,0.0002981533,0.4108362,0.000005752062,0.000003141987,0.000001163776,0.001000181,0.0001950878,0.01953885,0.5328583,0.03506019,0.0001011867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634919,0.000009793502,0.01112291,0.02067121,0.0001917151,0.000223913,0.000004641207,0.00008441578,0.004199473],"genre_scores_gemma":[0.9739758,2.958007e-7,0.02418335,0.000224451,0.0001008109,0.0001728544,0.000003805057,0.000007541507,0.001331097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008841,"threshold_uncertainty_score":0.9263604,"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."}}