{"id":"W2107762826","doi":"10.24908/pceea.v0i0.3759","title":"\"PHYSICS ENVY\" AND ENGINEERING DESIGN","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Credibility; Function (biology); Phenomenon; Epistemology; Engineering ethics; Physics; Theoretical physics; Engineering; Quantum mechanics; Biology; 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":[0.008120425,0.0006338814,0.0004191232,0.001279871,0.003438234,0.008234988,0.001022177,0.003163658,0.01068626],"category_scores_gemma":[0.01909897,0.0004690469,0.0004392854,0.0007531859,0.02583531,0.006512335,0.003881328,0.002962881,0.001387569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005010967,"about_ca_system_score_gemma":0.005236988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057308,"about_ca_topic_score_gemma":0.001685736,"domain_scores_codex":[0.9917584,0.00515282,0.0002924273,0.0008075107,0.001445696,0.0005432586],"domain_scores_gemma":[0.9872603,0.007754435,0.001083771,0.001325092,0.001789755,0.0007865872],"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":[0.0000168208,0.00003193468,0.0007178772,0.00007061342,0.00001363041,0.00004773884,0.001200964,0.001613054,0.0001097731,0.9824735,0.002475092,0.01122894],"study_design_scores_gemma":[0.00002728273,0.00004454992,0.0005545871,0.0001050322,0.000008635522,0.000104485,0.0008173765,0.001391149,0.0001748585,0.9449874,0.0517668,0.00001779915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05847083,0.006087888,0.1284871,0.06677584,0.0006352072,0.0001301932,0.00005994,0.000214637,0.7391383],"genre_scores_gemma":[0.9483013,0.002407085,0.01989655,0.004338766,0.0002268283,0.0002034863,0.00004189529,0.00009751682,0.0244865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01068626,"threshold_uncertainty_score":0.04294544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503581630260428,"score_gpt":0.2413238896548682,"score_spread":0.1909657266288254,"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."}}