{"id":"W1557506933","doi":"10.1002/j.2334-4822.2001.tb00537.x","title":"17: Designing Teaching Portfolios Based on a Formal Model of the Scholarship of Teaching","year":2001,"lang":"en","type":"article","venue":"To improve the academy","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scholarship; Portfolio; Task (project management); Process (computing); Computer science; Mathematics education; Psychology; Political science; Engineering; Business; Systems engineering; Finance; Law","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":[0.008245527,0.0001177725,0.0001474992,0.0001027862,0.0009828107,0.00004820537,0.000974261,0.0001275671,0.0000177339],"category_scores_gemma":[0.004897263,0.00007578859,0.00009414531,0.0002731843,0.0001554009,0.0008512495,0.0001172534,0.001282217,0.000005520947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781341,"about_ca_system_score_gemma":0.0002555043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004472791,"about_ca_topic_score_gemma":0.00001521166,"domain_scores_codex":[0.9974512,0.001016121,0.0003120281,0.0002016989,0.0006489382,0.0003699694],"domain_scores_gemma":[0.9983156,0.0007983772,0.0004477071,0.0003011554,0.00006088857,0.00007625161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005503165,0.0004305143,0.03025363,0.00004487645,0.00008780355,3.669533e-7,0.1035072,0.04941554,0.4603065,0.1322617,0.0009180584,0.2222235],"study_design_scores_gemma":[0.003555879,0.001399311,0.08205479,0.001345539,0.0008378472,0.00001022329,0.04948704,0.2738179,0.3118708,0.2205326,0.05281242,0.002275598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056029,0.00001987208,0.01348094,0.01132962,0.0001807225,0.0008028083,0.000002692211,0.00003685108,0.1685436],"genre_scores_gemma":[0.9896419,0.000004816561,0.006845216,0.002154189,0.0002132885,0.0000365469,2.310937e-7,0.00001657324,0.001087213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244024,"threshold_uncertainty_score":0.7559085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06591209950217992,"score_gpt":0.4034284087192206,"score_spread":0.3375163092170407,"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."}}