{"id":"W4410382138","doi":"10.1080/10331867.2025.2494893","title":"Building Relationality: Sustaining First Nations Aspirations in Design Studio Teaching","year":2024,"lang":"en","type":"article","venue":"Fabrications","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Design studio; Architectural engineering; Sociology; Psychology; Engineering ethics; Engineering; Mathematics education; Visual arts; Art","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":[0.01355477,0.0004612879,0.0002931248,0.001311334,0.01077908,0.0120233,0.001484497,0.001540314,0.005952401],"category_scores_gemma":[0.01377412,0.0005568237,0.0004505039,0.0006694105,0.0181643,0.007921582,0.02621802,0.003437452,0.001226826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004268776,"about_ca_system_score_gemma":0.007890708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583782,"about_ca_topic_score_gemma":0.004460033,"domain_scores_codex":[0.9853016,0.01153292,0.0002425919,0.000808888,0.00105829,0.001055827],"domain_scores_gemma":[0.9902431,0.003414599,0.0007982884,0.001398175,0.0005735961,0.003572144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007585927,0.000376017,0.009887455,0.0002255821,0.0000178792,0.001128396,0.5080698,0.001079757,0.004947958,0.4030282,0.002678585,0.06848451],"study_design_scores_gemma":[0.0000496979,0.0005225547,0.007458956,0.0006028877,0.00002311959,0.002509909,0.3942332,0.002633553,0.005390918,0.1440793,0.4423982,0.00009777828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5966315,0.0007782865,0.08167554,0.007464034,0.0001958702,0.0002867453,0.00001958273,0.000340157,0.3126083],"genre_scores_gemma":[0.9728713,0.0002772073,0.01620987,0.0003286999,0.00001245187,0.0001125412,0.000012133,0.00006712264,0.01010865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355477,"threshold_uncertainty_score":0.07168531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05803027067110936,"score_gpt":0.323807642644586,"score_spread":0.2657773719734766,"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."}}