{"id":"W2566296347","doi":"","title":"The Curricular Crisis of Technology: Complexities and Practicalities","year":2016,"lang":"en","type":"article","venue":"Antistasis","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Engineering ethics; Political science; 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":[0.00005471134,0.00004381741,0.00006008581,0.00003722381,0.0000354169,0.000008658673,0.00005030708,0.00003587707,0.00001312194],"category_scores_gemma":[0.00004703853,0.00002314324,0.00001228122,0.00008960223,0.0001401904,0.00004189017,0.00001306666,0.00003151338,0.000004947996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007709409,"about_ca_system_score_gemma":0.000003313369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009455517,"about_ca_topic_score_gemma":0.000001552558,"domain_scores_codex":[0.9997233,0.000003747689,0.0000837639,0.00004439346,0.00005378285,0.00009107652],"domain_scores_gemma":[0.9997768,0.00008009782,0.00000995881,0.00009542022,0.0000178274,0.0000198723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006991972,0.00004729515,0.004982758,0.0006875432,0.0002574389,0.000005206334,0.0004294909,0.00000786613,0.01676442,0.3695256,0.1107532,0.4965322],"study_design_scores_gemma":[0.0004091268,0.00008428315,0.02827027,0.0002979015,0.00007010949,0.00005963939,0.003367939,0.0007264597,0.0687702,0.04265212,0.8548813,0.000410695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396039,0.008295522,0.02066031,0.02781333,0.0008393721,0.0001200573,0.00005720466,0.000554127,0.002056208],"genre_scores_gemma":[0.9982217,0.001002502,0.000677685,0.00000893208,0.00002277674,0.000005952478,5.727806e-7,0.000005838629,0.000054049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.744128,"threshold_uncertainty_score":0.0943754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878150145068383,"score_gpt":0.2253493252810148,"score_spread":0.216567823830331,"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."}}