{"id":"W4362504087","doi":"10.1007/978-3-031-23936-6_5","title":"Teaching the Engineering Design Process: Preservice Teachers’ Professional Development in a Community of Practice","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variety (cybernetics); Plan (archaeology); Mathematics education; Engineering design process; Bridging (networking); Pedagogy; Process (computing); Teacher education; Professional development; Psychology; Engineering; Computer science; Geography","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":[0.003436877,0.0002453276,0.0001741434,0.0006724339,0.003711736,0.007862614,0.001353562,0.002166758,0.006052345],"category_scores_gemma":[0.005101677,0.0004008653,0.0001920223,0.0006097822,0.0065102,0.005159843,0.0035643,0.003682436,0.001141405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375266,"about_ca_system_score_gemma":0.006424571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00371187,"about_ca_topic_score_gemma":0.01475647,"domain_scores_codex":[0.9982413,0.001062122,0.00002860491,0.0001500594,0.0003382959,0.0001796419],"domain_scores_gemma":[0.9965771,0.001845709,0.0001423156,0.0001956403,0.0003796484,0.0008595689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002878116,0.0005814194,0.002521591,0.000203128,0.000004759681,0.000740639,0.418504,0.0003696239,0.001679009,0.2450839,0.0379611,0.292322],"study_design_scores_gemma":[0.00003295562,0.0001789353,0.005175183,0.0009209423,0.000008574602,0.001238394,0.2303938,0.001480062,0.001483683,0.09108482,0.6679708,0.00003182432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1751718,0.009359661,0.03808716,0.02180975,0.0007579134,0.0001575446,0.00001627612,0.0002029849,0.754437],"genre_scores_gemma":[0.723905,0.002971183,0.01823405,0.001271983,0.00008598403,0.0001101104,0.00002260605,0.0001312361,0.2532679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007862614,"threshold_uncertainty_score":0.0202471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07713853522012949,"score_gpt":0.3954410665373807,"score_spread":0.3183025313172512,"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."}}