{"id":"W2330135733","doi":"10.1177/0034355214568527","title":"Minority Entity Disability, Health, Independent Living, and Rehabilitation Research Productivity Facilitators","year":2015,"lang":"en","type":"article","venue":"Rehabilitation Counseling Bulletin","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Disability and Rehabilitation Research; McGill University; U.S. Department of Defense","keywords":"Agency (philosophy); Productivity; Context (archaeology); Medical education; Funding Agency; Psychology; Rehabilitation counseling; Rehabilitation; Public relations; Political science; Medicine; Sociology; Economic growth; Social science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04976504,0.0002543609,0.0005886384,0.0003292791,0.0004295381,0.00009037297,0.0001448517,0.0002375657,0.0001842226],"category_scores_gemma":[0.4001832,0.000233597,0.0001157957,0.0007187853,0.00161739,0.0001948812,0.000121247,0.001228685,0.000200007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988468,"about_ca_system_score_gemma":0.004877964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403926,"about_ca_topic_score_gemma":0.0003750852,"domain_scores_codex":[0.9903682,0.00317023,0.0009185005,0.001020637,0.003136961,0.001385422],"domain_scores_gemma":[0.9672756,0.01812432,0.000247498,0.001349186,0.003758155,0.009245307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001361621,0.003028444,0.5189393,0.007485037,0.00005330369,0.00001067151,0.04289025,0.00002292233,0.0002150878,0.001226326,0.342971,0.0817961],"study_design_scores_gemma":[0.00287899,0.01078869,0.3482294,0.001200094,0.00002734172,0.00004833949,0.01669849,0.0003570905,0.0000187904,0.005204934,0.6141274,0.000420461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770185,0.0009933045,0.0002366369,0.2186143,0.0002544981,0.002267082,0.00001980224,0.000131237,0.0004647106],"genre_scores_gemma":[0.9895655,0.0001863164,0.008010001,0.0009915211,0.0003571695,0.0002245287,0.00002349514,0.00002899598,0.000612499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3504182,"threshold_uncertainty_score":0.9784669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121857059056059,"score_gpt":0.4360800230803416,"score_spread":0.3238943171747356,"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."}}