{"id":"W2013443291","doi":"10.1128/jmbe.v12i1.287","title":"A Review of <i>Scientific Teaching</i>","year":2011,"lang":"en","type":"review","venue":"Journal of Microbiology and Biology Education","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Miller; Library science; Computer science; Management; Biology; Ecology","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":[0.0068466,0.0001778933,0.001315322,0.0004910868,0.0003886831,0.000003331602,0.0004078907,0.0005769954,0.0002940198],"category_scores_gemma":[0.001539781,0.0001076521,0.0002038088,0.0002611172,0.0004905072,0.00008057865,0.00007902826,0.001485435,0.00005776047],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113414,"about_ca_system_score_gemma":0.01044175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004352457,"about_ca_topic_score_gemma":0.000009969424,"domain_scores_codex":[0.9947394,0.002919142,0.001688746,0.0002400366,0.00003073264,0.0003819203],"domain_scores_gemma":[0.9953307,0.000796565,0.00281076,0.000233553,0.0006496732,0.0001787687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008687583,0.0001461253,0.0002624294,0.1045186,0.00004785186,1.147977e-7,0.0004093399,2.113384e-10,0.00009354156,0.0005504382,0.2176452,0.6763177],"study_design_scores_gemma":[0.0000572819,0.0001901045,0.00001736128,0.08403097,0.00014736,0.0001477694,0.0001463675,7.637859e-9,8.519842e-7,0.0001739494,0.9150122,0.00007581853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002845239,0.9915837,0.000006792044,0.0004366472,0.006145747,0.000650696,0.00003301136,0.000003327962,0.0008555333],"genre_scores_gemma":[0.00002058839,0.9969143,0.000432148,0.0009653497,0.0006324257,0.0000362606,0.0001668281,0.000008367037,0.000823784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.697367,"threshold_uncertainty_score":0.9951681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2795568319222041,"score_gpt":0.5695795128616449,"score_spread":0.2900226809394408,"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."}}