{"id":"W4405527605","doi":"10.7202/1115132ar","title":"Architecture and Extraction","year":2024,"lang":"en","type":"article","venue":"Journal of the Society for the Study of Architecture in Canada","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extraction (chemistry); Computer science; Chromatography; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002456964,0.000994474,0.0005465843,0.00472226,0.003411428,0.007669311,0.001185694,0.001454568,0.03412845],"category_scores_gemma":[0.008302702,0.0006780037,0.001365397,0.005914982,0.004258706,0.007180277,0.004129769,0.001881002,0.01593129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005085086,"about_ca_system_score_gemma":0.009961617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05863355,"about_ca_topic_score_gemma":0.07320086,"domain_scores_codex":[0.9960666,0.0006456249,0.0003189821,0.0006310613,0.001963423,0.0003743542],"domain_scores_gemma":[0.9967668,0.000516827,0.0001403403,0.0007939996,0.001672704,0.0001093133],"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":[0.0000600843,0.00002170362,0.001301082,0.0004490856,0.00003115248,0.0002279634,0.002210309,0.0008657058,0.001699666,0.5379229,0.1052453,0.349965],"study_design_scores_gemma":[0.000007140003,0.000008253176,0.001254605,0.0001886018,0.00002182958,0.0003220745,0.0008086977,0.0009865973,0.001470403,0.1048288,0.8900819,0.00002110773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007366344,0.01132016,0.3518181,0.009686156,0.001869395,0.0007688408,0.008231356,0.004064342,0.6048753],"genre_scores_gemma":[0.1449649,0.01036111,0.3749747,0.002189523,0.0005560251,0.0007666929,0.01943734,0.002744943,0.4440047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9413664,"threshold_uncertainty_score":0.1165845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043497968600693,"score_gpt":0.2257000489806373,"score_spread":0.2152650692946303,"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."}}