{"id":"W2112467046","doi":"","title":"Director at Large—Research","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge translation; Translational research; Knowledge management; Engineering ethics; Political science; Medicine; Computer science; Engineering; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03371364,0.001395902,0.001848591,0.004122651,0.004008393,0.01687761,0.005049207,0.009187524,0.4609362],"category_scores_gemma":[0.06016536,0.001677104,0.001220603,0.003488188,0.002205122,0.008709433,0.01088829,0.009641854,0.4052178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008272173,"about_ca_system_score_gemma":0.07141157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009408331,"about_ca_topic_score_gemma":0.0164154,"domain_scores_codex":[0.968441,0.006889433,0.003535406,0.005443681,0.01091677,0.004773668],"domain_scores_gemma":[0.7437734,0.01291138,0.007735261,0.02030184,0.06750019,0.1477779],"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":[0.00007040942,0.00004733682,0.0003226812,0.0001630491,0.000008418931,0.00009080531,0.00007588992,0.00001577312,0.0004752618,0.001516649,0.9687994,0.02841432],"study_design_scores_gemma":[0.00005094298,0.00002653342,0.0006104697,0.0001043384,0.000005483116,0.00008138586,0.0001660805,0.0000638286,0.0001216027,0.0007490644,0.9980063,0.00001402496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002168132,0.006122327,0.01528955,0.4317563,0.0569958,0.005684519,0.01265777,0.01476144,0.4545641],"genre_scores_gemma":[0.008874949,0.004236661,0.01470439,0.1414034,0.01782892,0.005582076,0.006440283,0.003374628,0.7975547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4609362,"threshold_uncertainty_score":0.768909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8496944868406813,"score_gpt":0.7772027665928128,"score_spread":0.07249172024786843,"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."}}