{"id":"W4411959212","doi":"10.1080/10331867.2024.2514931","title":"Designing for First Nations Communities","year":2024,"lang":"en","type":"article","venue":"Fabrications","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Environmental ethics; Geography; Philosophy","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":[0.005607284,0.0006702033,0.0002164737,0.001128494,0.01603756,0.007914631,0.001462814,0.002388896,0.03335448],"category_scores_gemma":[0.00747736,0.0004554368,0.0005003547,0.0007618793,0.005805958,0.007282601,0.008875008,0.002900309,0.006161495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152247,"about_ca_system_score_gemma":0.01013114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347228,"about_ca_topic_score_gemma":0.05078832,"domain_scores_codex":[0.9957631,0.002528067,0.00006543876,0.0003806618,0.000621951,0.0006407512],"domain_scores_gemma":[0.9960788,0.0006696893,0.0001511034,0.0007249346,0.0007986656,0.001576753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000051231,0.000218086,0.005971708,0.0003793152,0.0000257004,0.001149842,0.1524721,0.001951981,0.003957015,0.5242072,0.1318591,0.1777568],"study_design_scores_gemma":[0.000006661893,0.00004782796,0.001113123,0.0002944313,0.00001026878,0.0005048367,0.06263554,0.0009019801,0.0009951243,0.04598797,0.887477,0.00002542768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0732969,0.001746076,0.103884,0.0186177,0.001543636,0.0007007586,0.0001191021,0.001257756,0.798834],"genre_scores_gemma":[0.5449807,0.001401886,0.1648829,0.003457721,0.00009963418,0.000721323,0.0002277654,0.001041805,0.2831862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865277,"threshold_uncertainty_score":0.1115819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830818762829109,"score_gpt":0.2812722645231703,"score_spread":0.09819038824025939,"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."}}