{"id":"W4389193440","doi":"10.22215/etd/2023-15734","title":"Deployable Architecture Sustainable Resource Extraction and the Carnivalesque","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Architecture; Natural resource; Resource (disambiguation); Sustainability; Software deployment; Natural (archaeology); Engineering; Geography; Architectural engineering; Ecology; Computer science; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001395958,0.0004771738,0.000180742,0.0006013328,0.003142121,0.004802805,0.0006620668,0.00116765,0.006783375],"category_scores_gemma":[0.001525694,0.0002397989,0.0002544248,0.0006557332,0.01535945,0.00619447,0.004638311,0.002108421,0.0008060525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005211088,"about_ca_system_score_gemma":0.00222021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006248059,"about_ca_topic_score_gemma":0.01105467,"domain_scores_codex":[0.9992276,0.000342879,0.00001798542,0.0000973821,0.0001994941,0.0001145864],"domain_scores_gemma":[0.9993615,0.0002138893,0.0000450728,0.0001628839,0.0001185859,0.00009822832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003492174,0.000003192513,0.00006223482,0.00002155034,0.00000131334,0.00003161493,0.002257344,0.0003788545,0.0001571828,0.9894693,0.001477604,0.006136382],"study_design_scores_gemma":[0.000006055232,0.00002367581,0.0003068088,0.0002241667,0.000005192777,0.0001925747,0.006872575,0.001542347,0.0007122768,0.4857424,0.5043558,0.00001608173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04214825,0.007334802,0.0902635,0.02098205,0.0005553283,0.00006815753,0.00004564191,0.0001877906,0.8384145],"genre_scores_gemma":[0.8286421,0.007578682,0.0318634,0.001218832,0.0001714652,0.000177394,0.00005750228,0.0001692042,0.1301214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006783375,"threshold_uncertainty_score":0.03780925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209712478811963,"score_gpt":0.2721274818987203,"score_spread":0.2649177694199083,"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."}}