{"id":"W4388580144","doi":"10.3368/lj.39.1.87","title":"Design with Nature Now","year":2021,"lang":"en","type":"article","venue":"Landscape Journal","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Magnum opus; Solstice; Event (particle physics); Urbanism; Center (category theory); History; Art history; Engineering; Ecology; Geography; Archaeology; Art; Biology; Architecture; Literature; Chemistry; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633188,0.0007561622,0.0003289936,0.0004977254,0.002147863,0.004428613,0.0004857653,0.001319381,0.3146191],"category_scores_gemma":[0.004103135,0.00042432,0.0003713511,0.0004633106,0.00127932,0.003119693,0.002520265,0.002594084,0.1012121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039338,"about_ca_system_score_gemma":0.001872658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180413,"about_ca_topic_score_gemma":0.005201403,"domain_scores_codex":[0.9990525,0.0003228833,0.000043484,0.000182067,0.0003388055,0.00006031457],"domain_scores_gemma":[0.998548,0.0004532772,0.00004853481,0.000340989,0.0003952121,0.0002139633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002839719,0.0000177513,0.0001143233,0.00009730422,0.000005662602,0.00002729119,0.0004375057,0.00009899124,0.0004185607,0.03632351,0.8371144,0.1253162],"study_design_scores_gemma":[0.000001827853,0.00000399755,0.0000269966,0.00003237683,0.000001211934,0.00001180253,0.00003991727,0.00001731983,0.00006536092,0.001933785,0.9978639,0.000001394309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008633413,0.009566666,0.03077104,0.03118047,0.01577195,0.00008698383,0.0009999678,0.002777367,0.9079822],"genre_scores_gemma":[0.01051768,0.005178737,0.01069026,0.005751944,0.001580068,0.0002471291,0.0007404079,0.000716733,0.964577],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3146191,"threshold_uncertainty_score":0.9776126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009859537106760975,"score_gpt":0.2108920987925065,"score_spread":0.2010325616857455,"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."}}