{"id":"W4386242162","doi":"10.1109/procomm57838.2023.00047","title":"Skule Nite: Developing Transferable Skills through an Extracurricular Community of Practice","year":2023,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Space (punctuation); Community of practice; Core (optical fiber); Work (physics); Mathematics education; Pedagogy; Psychology; Knowledge management; Computer science; Sociology; Engineering; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038801,0.000159768,0.0001859042,0.00008287463,0.0001097583,0.00002370023,0.0002281709,0.00008006649,0.00006759641],"category_scores_gemma":[0.00009413325,0.0001697604,0.00004472688,0.0005693503,0.00002536126,0.0008439804,0.00003475227,0.0004115346,0.0000758387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006938772,"about_ca_system_score_gemma":0.00001190574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513053,"about_ca_topic_score_gemma":0.000008028616,"domain_scores_codex":[0.9990818,0.00009683237,0.0002535412,0.0001050281,0.0001816611,0.0002811234],"domain_scores_gemma":[0.9993025,0.0002605765,0.00001838177,0.000322277,0.00004685751,0.00004942577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004877297,0.0001565838,0.0002479869,0.0003140108,0.0001385801,0.00002465421,0.01369373,0.7606266,0.2136325,0.007949169,0.0006026076,0.002608671],"study_design_scores_gemma":[0.0008771057,0.0002090697,0.005084762,0.0003107547,0.00005399563,0.00007201036,0.01271084,0.1118106,0.787743,0.0004485206,0.07957008,0.00110927],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8554549,0.0002978578,0.1043521,0.00006726827,0.000327235,0.0001939782,0.000006118895,0.002214145,0.03708649],"genre_scores_gemma":[0.9272072,0.0001860192,0.07226136,0.00004670515,0.00002926572,0.00001991032,0.00003586846,0.00006521264,0.0001484965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.648816,"threshold_uncertainty_score":0.6922628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637127091172161,"score_gpt":0.2897899987916456,"score_spread":0.2734187278799239,"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."}}