{"id":"W2292911455","doi":"10.14288/1.0094095","title":"Study of development control in Burnaby, B.C., Canada","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931134,0.00001963079,0.0001141448,0.00001290181,0.00006962242,0.000008308507,0.0001657696,0.00003056135,0.0002709534],"category_scores_gemma":[0.00001463843,0.00006776194,0.0000124944,0.0001294127,0.00006058416,0.00008339361,0.00005272022,0.00008995509,0.000005129356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009078865,"about_ca_system_score_gemma":0.0000951265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879444,"about_ca_topic_score_gemma":0.9997267,"domain_scores_codex":[0.9993713,0.00002865769,0.00009211355,0.0001512409,0.0002505308,0.0001061959],"domain_scores_gemma":[0.9997371,0.00002085715,0.00007488496,0.0001058548,0.00001536676,0.00004591159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004053624,0.0001804807,0.9239014,0.000003351089,0.000007771041,0.00005154862,0.000618276,0.0001103342,0.0007115662,3.852238e-8,0.002250714,0.07216049],"study_design_scores_gemma":[0.001117352,0.00004339014,0.9964492,0.00001167684,0.000007842595,0.000005182611,0.001745929,0.0001997553,0.000001625322,0.000006018333,0.0003434447,0.00006861095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998713,0.00000349743,0.00002128274,0.00001689367,0.00006716513,0.000162848,0.00001061657,0.000005835028,0.0009988702],"genre_scores_gemma":[0.9995149,5.748684e-7,0.0001469151,0.00001216289,0.000003045928,2.866839e-7,0.000002587367,0.000002683357,0.0003167916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0725478,"threshold_uncertainty_score":0.296675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007075634217929051,"score_gpt":0.1619859734397778,"score_spread":0.1549103392218488,"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."}}