{"id":"W2593979910","doi":"","title":"Educators, Employers and Engineers Design New Bridges for Women in Engineering","year":2006,"lang":"en","type":"article","venue":"Women in Engineering ProActive Network","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Engineering; Engineering ethics; Construction engineering; Engineering management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006956236,0.0005198232,0.0005608285,0.0006264857,0.00003228573,0.00007754129,0.0002102838,0.0002148312,0.00001999498],"category_scores_gemma":[0.0001105185,0.000645526,0.00005819179,0.0007742378,0.00001841451,0.0002566448,0.00003020223,0.0004583237,0.000004551513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634415,"about_ca_system_score_gemma":0.0001501787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008084133,"about_ca_topic_score_gemma":0.00001563244,"domain_scores_codex":[0.9971239,0.00002087054,0.0005027615,0.0004384464,0.0001571694,0.001756856],"domain_scores_gemma":[0.9988814,0.0004154313,0.00003743879,0.0002619367,0.00002542707,0.0003783487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002492478,0.00003521792,0.002059095,0.0003075369,0.00005852411,0.000003912081,0.002549838,0.9916922,0.000363156,0.000695651,0.001422591,0.0007873654],"study_design_scores_gemma":[0.002264615,0.0001760016,0.06430664,0.0003563704,0.00001810662,0.00002387274,0.0009226266,0.8948159,0.00106197,0.0008863102,0.03339493,0.001772635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282969,0.003578694,0.2593482,0.0001384426,0.003819753,0.002212563,0.00002416334,0.001748047,0.0008332155],"genre_scores_gemma":[0.9828959,0.000120613,0.01372769,0.00001715148,0.001085718,0.00134913,0.00002021762,0.0002257899,0.0005577512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254599,"threshold_uncertainty_score":0.9995996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188841712944585,"score_gpt":0.224014665420498,"score_spread":0.2121262482910521,"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."}}