{"id":"W3132547631","doi":"10.3368/wplj.39.1.87","title":"Design with Nature Now","year":2021,"lang":"en","type":"article","venue":"Landscape Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":[0.001166977,0.0006842982,0.0003986033,0.0005128576,0.002038237,0.004030617,0.0006154763,0.00205653,0.03946156],"category_scores_gemma":[0.002782113,0.0003226514,0.0003817005,0.0004152845,0.004783666,0.006570932,0.002128717,0.003345893,0.006460581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738612,"about_ca_system_score_gemma":0.001731462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270312,"about_ca_topic_score_gemma":0.004331368,"domain_scores_codex":[0.9992899,0.000254606,0.00002404423,0.0001466406,0.0002207382,0.00006410249],"domain_scores_gemma":[0.9992225,0.0001850675,0.00003601148,0.0003093302,0.0001473685,0.0000997206],"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":[0.000008466991,0.00001515202,0.0001426115,0.00005108899,0.000009157201,0.00002773997,0.0004238111,0.0008861793,0.000517417,0.93458,0.03123898,0.03209937],"study_design_scores_gemma":[0.000006947665,0.00001746746,0.0001066598,0.00006490141,0.00001043623,0.00005395628,0.0001887769,0.0007403708,0.0003683613,0.3962344,0.6021981,0.000009719333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006694777,0.008245671,0.09615458,0.07792236,0.00732627,0.00004153006,0.0001880944,0.000691226,0.8027354],"genre_scores_gemma":[0.2781329,0.008022833,0.05807439,0.016502,0.001697099,0.0002049001,0.0002811173,0.0008027969,0.636282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03946156,"threshold_uncertainty_score":0.1320121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004444929480450759,"score_gpt":0.1827115071538144,"score_spread":0.1782665776733637,"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."}}