{"id":"W2009199723","doi":"10.1097/opx.0b013e318163976a","title":"A New Generation of Optometric Educators and Researchers on Parade","year":2008,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Parade; Generosity; Optometry; Medical education; Ophthalmology; Medicine; Political science","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":[0.009426805,0.001134461,0.000866807,0.003408766,0.01385438,0.0148202,0.002005998,0.007627033,0.09709529],"category_scores_gemma":[0.01327437,0.001017352,0.001733516,0.001947675,0.005850355,0.01775854,0.01437769,0.01079624,0.04558707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408985,"about_ca_system_score_gemma":0.007286252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554088,"about_ca_topic_score_gemma":0.008936401,"domain_scores_codex":[0.992656,0.001769922,0.000272204,0.001020173,0.002542447,0.001739335],"domain_scores_gemma":[0.9776046,0.00131188,0.0009011136,0.001823248,0.005252383,0.01310672],"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":[0.00003319034,0.000103047,0.002099819,0.0001070653,0.000009090348,0.0003325303,0.00472499,0.00003066831,0.0009940889,0.008288259,0.9105347,0.07274249],"study_design_scores_gemma":[0.000005748087,0.00004086335,0.0009259772,0.00006912636,0.000003936796,0.0003944729,0.004646095,0.00003228663,0.0001021138,0.001922273,0.9918312,0.00002576942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01616425,0.01446863,0.01123151,0.691111,0.09192798,0.0002286768,0.0004641669,0.003090857,0.1713129],"genre_scores_gemma":[0.05293342,0.009182165,0.01434314,0.265647,0.0415259,0.0003093833,0.0006949747,0.001193759,0.6141703],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09709529,"threshold_uncertainty_score":0.324816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2694083576463589,"score_gpt":0.5823994650199527,"score_spread":0.3129911073735938,"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."}}