{"id":"W2591976550","doi":"10.1002/bul2.2017.1720430319","title":"Outstanding Information Science Teacher Award: Teaching, Writing and Reflective Practice","year":2017,"lang":"en","type":"article","venue":"Bulletin of the Association for Information Science and Technology","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada; University of British Columbia","funders":"","keywords":"Reading (process); Graduate students; Reflective writing; Pedagogy; Mathematics education; Sociology; Psychology; Computer science; Library science; Political science","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":[0.01530374,0.001198886,0.001516992,0.002505373,0.002517147,0.0120368,0.002615436,0.007405418,0.01092687],"category_scores_gemma":[0.07885915,0.0006324337,0.0007072146,0.001675898,0.003411709,0.005422853,0.003286333,0.007737416,0.004742055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407644,"about_ca_system_score_gemma":0.009203981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694461,"about_ca_topic_score_gemma":0.005175808,"domain_scores_codex":[0.9877495,0.003656521,0.001806449,0.0009519275,0.004904089,0.0009313516],"domain_scores_gemma":[0.8954251,0.02843862,0.00481451,0.002555831,0.05030138,0.01846461],"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":[0.00003523268,0.00003092532,0.0001631501,0.0002892348,0.000005979307,0.0001129614,0.0001937226,0.00002744298,0.00005716805,0.00159179,0.9595933,0.03789923],"study_design_scores_gemma":[0.0000295123,0.00005414374,0.0007741866,0.0009162927,0.00001316953,0.0004086131,0.0007773198,0.0002033261,0.0001464309,0.001760197,0.9948954,0.00002133993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004099818,0.01155248,0.0005079757,0.2009663,0.7832142,0.00003536412,0.00001543711,0.00005542607,0.003242908],"genre_scores_gemma":[0.01134336,0.01742547,0.001231207,0.04804378,0.8905923,0.0001037127,0.00005792894,0.000122987,0.03107926],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01530374,"threshold_uncertainty_score":0.08093488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009136648224515338,"score_gpt":0.2763923531185198,"score_spread":0.2672557048940045,"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."}}