{"id":"W2887896234","doi":"10.22215/etd/2010-08853","title":"Facilitating communication in the interdisciplinary design process","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Humanities; Auteur theory; Art; Political science; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944216,0.0001383865,0.0001057951,0.0001050631,0.00008698628,0.00008340753,0.0004229208,0.0001801727,0.0002438317],"category_scores_gemma":[0.0001496606,0.0001074592,0.00002637049,0.0001972977,0.00001001777,0.0002163653,0.000008465282,0.0008896673,0.0001047316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002379113,"about_ca_system_score_gemma":0.00004710897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001151117,"about_ca_topic_score_gemma":0.0004881998,"domain_scores_codex":[0.9992749,0.0001477886,0.0002314462,0.0001033488,0.0001296733,0.0001128325],"domain_scores_gemma":[0.9986565,0.0008776503,0.00005490187,0.0003393725,0.00005317195,0.00001845515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001303944,0.0002983707,0.00005195322,0.00165007,0.00008645879,0.000005624508,0.7455507,0.01207216,0.003792634,0.001791273,0.04272547,0.1918449],"study_design_scores_gemma":[0.0005705914,0.00008681271,0.00661104,0.0006653572,0.0001160634,0.00003330806,0.8915184,0.06005682,0.004715636,0.01825548,0.01595841,0.00141212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1642265,0.001296362,0.0113584,0.0008011147,0.001784193,0.001475336,0.000005744132,0.0004696019,0.8185827],"genre_scores_gemma":[0.9921882,0.00005517128,0.003731214,0.00006319865,0.00003653783,0.0002744883,0.0003916439,0.00003110081,0.003228428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8279617,"threshold_uncertainty_score":0.4382061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298630496754547,"score_gpt":0.354498759428118,"score_spread":0.3246357097526633,"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."}}