{"id":"W2058499888","doi":"10.1080/14926150409556632","title":"Mind the gap: A proposal for science, mathematics, and technology education","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mathematics education; Science education; Computer science; Engineering ethics; Epistemology; Psychology; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008752331,0.0009416075,0.001400713,0.002911733,0.01439983,0.0121675,0.0044889,0.02015489,0.01558131],"category_scores_gemma":[0.01548837,0.0008001873,0.001821664,0.001649976,0.03730002,0.03007852,0.0176819,0.01814157,0.002068569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006793593,"about_ca_system_score_gemma":0.0212164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007447968,"about_ca_topic_score_gemma":0.01141467,"domain_scores_codex":[0.9936706,0.002767084,0.0002677711,0.0009080912,0.001399677,0.0009866906],"domain_scores_gemma":[0.9926784,0.002794012,0.0003281408,0.0005800219,0.001295658,0.002323782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007687158,0.00001863298,0.00005792164,0.00001811823,0.00000172545,0.0000418408,0.001380256,0.00008184229,0.00002843136,0.9909411,0.004267021,0.003155284],"study_design_scores_gemma":[0.00002945757,0.00001367312,0.00006703203,0.00006898655,0.000006562393,0.00008629193,0.003121321,0.0005709837,0.00005771171,0.9589525,0.03700997,0.00001545501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01238552,0.0026753,0.1270922,0.58114,0.007350754,0.0003107651,0.00009024472,0.0003249689,0.2686303],"genre_scores_gemma":[0.7300715,0.001847354,0.1244752,0.06321662,0.003143977,0.001675748,0.00007693828,0.0004414226,0.07505123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02015489,"threshold_uncertainty_score":0.05212468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150691615458148,"score_gpt":0.2702345158347021,"score_spread":0.2587275996801207,"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."}}