{"id":"W2917934811","doi":"10.3968/10765","title":"Design Thinking Exploration From Three Disciplines That Influence Industry Development","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Design thinking; New product development; Product (mathematics); Scale (ratio); Sustainability; Perception; Sustainable development; Product design; Visual thinking; Knowledge management; Process management; Computer science; Engineering ethics; Business; Marketing; Psychology; Engineering; Political science; Human–computer interaction; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01357915,0.0008688511,0.000467296,0.006628715,0.005033811,0.01583294,0.0008907516,0.001925651,0.004433464],"category_scores_gemma":[0.02611623,0.0004432038,0.000683949,0.006307789,0.01965099,0.007462798,0.008127095,0.004113675,0.0003945267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009731544,"about_ca_system_score_gemma":0.01031702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726301,"about_ca_topic_score_gemma":0.003799262,"domain_scores_codex":[0.9862251,0.009514038,0.0003792778,0.0006952668,0.002314051,0.0008722466],"domain_scores_gemma":[0.9525611,0.0392181,0.002549804,0.001024873,0.003045166,0.001600784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001671707,0.0002351245,0.01697243,0.0008062462,0.00004082291,0.0006083121,0.4792998,0.0009491461,0.001686492,0.3950892,0.001872581,0.1022727],"study_design_scores_gemma":[0.00006255539,0.0001363655,0.01298497,0.001627671,0.00006684776,0.0007470713,0.5459427,0.002074834,0.002589263,0.3080647,0.1256267,0.0000762889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5144265,0.00777496,0.04864325,0.01298053,0.0001975043,0.000201391,0.00005742116,0.0001064995,0.4156119],"genre_scores_gemma":[0.9808694,0.002435563,0.01072916,0.0008565735,0.00003685844,0.0001321921,0.00003082288,0.00005294906,0.00485657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583294,"threshold_uncertainty_score":0.07181424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07502150474237726,"score_gpt":0.2922190074500193,"score_spread":0.2171975027076421,"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."}}