{"id":"W7095078504","doi":"","title":"SPECIAL FEATURE /CONTRIBUTION SPÉCIALE Teaching Excellence: A Reaction to","year":2016,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Feature (linguistics); Excellence; Quality (philosophy); Higher education","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":[0.01133368,0.00112049,0.000993983,0.0013424,0.004578413,0.01115889,0.003251864,0.01945514,0.05366346],"category_scores_gemma":[0.04722707,0.0006665832,0.0009084962,0.001355078,0.003570462,0.004809043,0.007576197,0.02609231,0.0315628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005932475,"about_ca_system_score_gemma":0.01282318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417043,"about_ca_topic_score_gemma":0.0077571,"domain_scores_codex":[0.981503,0.002455927,0.001114319,0.001542267,0.01051803,0.002866479],"domain_scores_gemma":[0.9335428,0.01148367,0.003384874,0.003471846,0.02463438,0.02348248],"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":[0.000009133727,0.00001252547,0.0001087538,0.00005021337,0.000001715624,0.0001110351,0.0001183433,0.000009232266,0.0001093888,0.001363546,0.9937956,0.004310507],"study_design_scores_gemma":[0.00000661976,0.00002040716,0.0004851673,0.00005407482,0.000003186989,0.0001997715,0.0002995101,0.00004566855,0.000106323,0.0005998474,0.9981687,0.00001076144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005746099,0.00148244,0.0003232509,0.6460071,0.3313372,0.00006032166,0.000085236,0.0002917417,0.0198381],"genre_scores_gemma":[0.01377353,0.00237961,0.0009786113,0.4491629,0.2378121,0.000138328,0.0002035302,0.0005716279,0.2949797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05366346,"threshold_uncertainty_score":0.1795222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133252415019911,"score_gpt":0.279953842861224,"score_spread":0.2666286013592329,"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."}}