{"id":"W4403262191","doi":"10.1080/10464883.2024.2381430","title":"Toronto’s Terrestrial Reef","year":2024,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Reef; Geography; Architectural engineering; Environmental resource management; Environmental science; Oceanography; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002111287,0.0004143687,0.0001494087,0.0003154306,0.006041915,0.002832961,0.000404797,0.0006977684,0.120438],"category_scores_gemma":[0.00062853,0.0002165713,0.0001629774,0.0006884095,0.001324014,0.0009272569,0.001434289,0.0008905245,0.01128589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01692581,"about_ca_system_score_gemma":0.01664835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7828618,"about_ca_topic_score_gemma":0.9621473,"domain_scores_codex":[0.9997576,0.00002443813,0.000004796932,0.00004291709,0.0001038416,0.00006644493],"domain_scores_gemma":[0.9995314,0.00002825196,0.0000176653,0.00003793821,0.0001427797,0.0002420113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002219932,0.000008391955,0.001325629,0.00006875358,0.000003759986,0.0002705741,0.002761664,0.0002234131,0.0005410681,0.0339783,0.930986,0.02981009],"study_design_scores_gemma":[9.905702e-7,0.000002925163,0.001270099,0.0000144743,8.910292e-7,0.00001656091,0.0008564394,0.00002995064,0.00006910298,0.0002757274,0.9974594,0.000003560997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01869906,0.005454258,0.000949009,0.05023456,0.002370131,0.00003638711,0.002923982,0.0003599548,0.9189726],"genre_scores_gemma":[0.07132562,0.003207922,0.000684082,0.001624767,0.0001439969,0.00001564637,0.0006289642,0.0001413597,0.9222276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2171382,"threshold_uncertainty_score":0.436834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004694886530272197,"score_gpt":0.2530304146170674,"score_spread":0.2483355280867952,"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."}}