{"id":"W4367856456","doi":"10.1128/jmbe.00056-23","title":"Understanding Your Own Inner Landscape as a Pathway to Becoming a More Skillful Science Educator","year":2023,"lang":"en","type":"editorial","venue":"Journal of Microbiology and Biology Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Data science; Computer science; Engineering ethics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01509216,0.003192805,0.003326819,0.00388389,0.006702539,0.01613009,0.004291387,0.03441759,0.01579535],"category_scores_gemma":[0.04658953,0.001434869,0.003019806,0.001608573,0.00394497,0.005847197,0.003284525,0.03626023,0.007961991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005362418,"about_ca_system_score_gemma":0.01005857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376142,"about_ca_topic_score_gemma":0.01672409,"domain_scores_codex":[0.9911862,0.001708314,0.0009750149,0.0007797672,0.00454255,0.0008081284],"domain_scores_gemma":[0.95133,0.01904269,0.001718451,0.0009755939,0.01478845,0.01214483],"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":[0.00001758979,0.00001560332,0.00002845391,0.0002094396,0.00001190676,0.00007760153,0.00003794135,0.00001152876,0.00003022174,0.0003533055,0.9955763,0.003630105],"study_design_scores_gemma":[0.00009400635,0.00004092926,0.0004828091,0.0009716587,0.00009652785,0.0002505452,0.0002772918,0.0001459813,0.00008733956,0.001951351,0.9955714,0.00003024345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002144221,0.00204065,0.00005550351,0.04038545,0.9568042,0.00001194885,0.00001064639,0.00001609566,0.000654155],"genre_scores_gemma":[0.000374863,0.002644928,0.00008681445,0.02291621,0.9696776,0.00002311199,0.000008413635,0.00002215903,0.004245946],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03441759,"threshold_uncertainty_score":0.07981592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120162952352305,"score_gpt":0.4383630362737622,"score_spread":0.3182000839214572,"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."}}