{"id":"W4386338082","doi":"10.1515/9781772125979","title":"Situating Design in Alberta","year":2022,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001046309,0.0005899261,0.0002633673,0.001825787,0.01063213,0.007463049,0.001433054,0.001536873,0.02432381],"category_scores_gemma":[0.001347165,0.0003437632,0.0003393421,0.003479413,0.008432009,0.001984702,0.002911008,0.001746452,0.003099137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03417913,"about_ca_system_score_gemma":0.02566734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6836755,"about_ca_topic_score_gemma":0.8907678,"domain_scores_codex":[0.9991273,0.0001752234,0.00002131728,0.0001208521,0.0004065841,0.0001487062],"domain_scores_gemma":[0.9993338,0.0002002656,0.00002045502,0.00008409849,0.0002369962,0.0001243494],"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":[0.00007944334,0.00004693455,0.001672471,0.0004238823,0.00001170919,0.00106397,0.0812176,0.002473607,0.003864673,0.3752413,0.227929,0.3059755],"study_design_scores_gemma":[0.000002092551,0.000008367378,0.0005258962,0.000148394,0.000003721268,0.0001628368,0.008892579,0.000118425,0.0003589439,0.004339507,0.9854282,0.00001114185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01363084,0.008543456,0.009779743,0.005811733,0.001519204,0.00006072675,0.0001560477,0.0005007607,0.9599976],"genre_scores_gemma":[0.1115537,0.007306065,0.0121903,0.001098653,0.0001044372,0.00004240499,0.0002483621,0.0002631646,0.8671929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3163245,"threshold_uncertainty_score":0.6363748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783001297779763,"score_gpt":0.206290938754954,"score_spread":0.1784609257771564,"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."}}