{"id":"W2818177332","doi":"10.31353/cs1161","title":"Sherbourne Common Methods","year":2016,"lang":"en","type":"article","venue":"","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Data science; Library 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":[0.03712243,0.001985319,0.001503913,0.01050947,0.008309489,0.008312213,0.0061097,0.002345614,0.2913111],"category_scores_gemma":[0.05973312,0.002047715,0.001623461,0.008700821,0.003845421,0.004189105,0.009372916,0.004253407,0.04857808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008315071,"about_ca_system_score_gemma":0.03749003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184103,"about_ca_topic_score_gemma":0.05758279,"domain_scores_codex":[0.9680857,0.01481797,0.003581251,0.004978197,0.00703332,0.001503505],"domain_scores_gemma":[0.9550203,0.01271696,0.002656116,0.01050119,0.01692159,0.002183855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006412191,0.0005625105,0.002863232,0.003562952,0.0000542369,0.0003584365,0.009469274,0.0005496694,0.001267497,0.1431875,0.2994061,0.5380775],"study_design_scores_gemma":[0.0001493412,0.0001344113,0.002596388,0.002460043,0.00004825077,0.0001720061,0.00380763,0.0004151493,0.0009956431,0.01804505,0.9711038,0.00007238465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01075759,0.004525379,0.3031498,0.006923246,0.002643282,0.06230905,0.03067335,0.004148839,0.5748695],"genre_scores_gemma":[0.04456421,0.004275101,0.4362542,0.00347244,0.0002443334,0.1223106,0.008802034,0.002002999,0.3780741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2913111,"threshold_uncertainty_score":0.9745328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619796762918145,"score_gpt":0.2905591708464723,"score_spread":0.2743612032172908,"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."}}