{"id":"W2102431010","doi":"10.24908/pceea.v0i0.3820","title":"ECOLOGICAL INTERFACE DESIGN FOR COMPLEX SYSTEMS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interface (matter); Interface design; Computer science; User interface; Systems engineering; Graphical user interface; Human–computer interaction; Engineering","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":[0.001783671,0.0007361924,0.0004210895,0.0007271091,0.0006111271,0.002039056,0.0009163583,0.0009245711,0.01224506],"category_scores_gemma":[0.005337876,0.0003467122,0.0005391286,0.0005490015,0.001049276,0.001181492,0.001751556,0.0009082966,0.001696337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006368628,"about_ca_system_score_gemma":0.0008035942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008905017,"about_ca_topic_score_gemma":0.0009808807,"domain_scores_codex":[0.9986069,0.0005768389,0.00009582894,0.0001459516,0.0005152171,0.00005934728],"domain_scores_gemma":[0.998853,0.0005917211,0.00006436648,0.000139069,0.0003074624,0.00004432197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001383245,0.00009580016,0.001039709,0.00107034,0.0000515022,0.0002895312,0.0008722139,0.1007818,0.01522104,0.5485165,0.01376108,0.3181621],"study_design_scores_gemma":[0.000107544,0.0002127749,0.0004787184,0.0002879796,0.0000481725,0.0005034545,0.000246716,0.4351123,0.007000715,0.2878404,0.2681125,0.0000487535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001682775,0.0005213786,0.9872431,0.0002208608,0.0000726915,0.00007082709,0.00004564901,0.0003561007,0.009786721],"genre_scores_gemma":[0.1645126,0.001629947,0.8175495,0.0003625289,0.0001137484,0.0009541117,0.0003226988,0.0002800877,0.0142748],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01224506,"threshold_uncertainty_score":0.04096383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04659285173805159,"score_gpt":0.2377088192072766,"score_spread":0.191115967469225,"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."}}