{"id":"W7015010516","doi":"","title":"ROB GOLFI - Mar 31 2018 - with Bob Clarke from Ki-Fix","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Estate; Capital (architecture)","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005469262,0.003707667,0.003101178,0.002651009,0.0001056422,0.0007083801,0.006043902,0.000906358,0.1115719],"category_scores_gemma":[0.0002062555,0.003239862,0.001301256,0.0004840036,0.003951172,0.0003796518,0.003531177,0.002898512,0.2212123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485214,"about_ca_system_score_gemma":0.0005375507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1202593,"about_ca_topic_score_gemma":0.2067271,"domain_scores_codex":[0.9866428,0.00145303,0.002000995,0.004800805,0.002078957,0.003023403],"domain_scores_gemma":[0.9908599,0.001017935,0.002288183,0.004166969,0.0001503337,0.001516728],"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":[0.003610014,0.000659374,0.002799059,0.0002268288,0.004579464,0.001100253,0.002720952,0.000006686551,0.001155884,0.0007125683,0.982094,0.000334839],"study_design_scores_gemma":[0.00380215,0.001863299,0.001507545,0.006864574,0.0007551159,0.0002618401,0.0001057259,0.002028764,0.0008394253,0.003116398,0.9752223,0.003632883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002609768,0.0007376478,0.01692256,0.0001409263,0.002660809,0.002711908,0.01765426,0.002517257,0.9540449],"genre_scores_gemma":[0.004517984,0.0001785769,0.02265351,0.0006599879,0.005013296,0.0004194994,0.01033479,0.006945717,0.9492766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1096404,"threshold_uncertainty_score":0.9994019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242841877804204,"score_gpt":0.2336781128345543,"score_spread":0.2212496940565122,"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."}}