{"id":"W3085041682","doi":"10.1142/12033","title":"Sustaining Tomorrow via Innovative Engineering","year":2020,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Engineering; Engineering ethics","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":[0.0009914885,0.0009311714,0.0003278021,0.0009950219,0.003377961,0.01092391,0.0009444742,0.002247047,0.05305891],"category_scores_gemma":[0.00195464,0.0002589634,0.0005630873,0.0008267511,0.003248265,0.008015056,0.005592693,0.003512785,0.02499066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831708,"about_ca_system_score_gemma":0.005348207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667109,"about_ca_topic_score_gemma":0.008570186,"domain_scores_codex":[0.9992973,0.0001168462,0.0000224277,0.00009315272,0.0003153005,0.0001550172],"domain_scores_gemma":[0.9994711,0.0001009645,0.00003518968,0.00008650707,0.0001494527,0.0001568864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000128699,0.00005454057,0.0001941022,0.0002014251,0.00001000952,0.0001207617,0.00140974,0.0002911924,0.001048885,0.4092399,0.4557097,0.131707],"study_design_scores_gemma":[0.000001213876,0.000005966582,0.00005392921,0.0000988583,0.000001527623,0.00005629436,0.0003471421,0.00003737923,0.0001075457,0.02018216,0.9791049,0.000003028493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001225774,0.01333581,0.00344744,0.02304775,0.005546638,0.00004562912,0.00008653766,0.0002961736,0.9529682],"genre_scores_gemma":[0.02016707,0.017677,0.006552552,0.01160222,0.001809243,0.00008803784,0.0001940974,0.0002893085,0.9416205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05305891,"threshold_uncertainty_score":0.1774997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009727304405193128,"score_gpt":0.1866883769670149,"score_spread":0.1769610725618218,"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."}}