{"id":"W7022283577","doi":"","title":"","year":2023,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanism; Vision; Urban history; Architecture; Chose; Bedroom","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004247309,0.0003990299,0.0002316992,0.001051362,0.005305049,0.005542143,0.0004741623,0.001106111,0.1296356],"category_scores_gemma":[0.0009380596,0.0002964377,0.0001799868,0.001560512,0.003313654,0.002356926,0.002576096,0.001402995,0.04560101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006944035,"about_ca_system_score_gemma":0.00354402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06965431,"about_ca_topic_score_gemma":0.2441651,"domain_scores_codex":[0.9995888,0.0000637284,0.00001612271,0.00008917153,0.0001502599,0.00009201311],"domain_scores_gemma":[0.9997322,0.00004223913,0.00001245052,0.00004422285,0.00009262389,0.00007634577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007454055,0.00003259679,0.001577951,0.0001640063,0.000003608816,0.0003686898,0.01294314,0.0001962405,0.0006037016,0.422949,0.3976786,0.163408],"study_design_scores_gemma":[9.825558e-7,0.000003672757,0.0006059003,0.00002683846,4.868761e-7,0.00003951938,0.000662178,0.00001792529,0.00009554789,0.001810449,0.9967346,0.000001870054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00417812,0.003041742,0.0008086901,0.002877416,0.0005216069,0.00003169926,0.0004235623,0.000103389,0.9880137],"genre_scores_gemma":[0.02176815,0.001616441,0.0003572956,0.000443385,0.00004924121,0.00001749283,0.0001857958,0.00004943266,0.9755129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8703644,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504212514764033,"score_gpt":0.4562372182944937,"score_spread":0.3058159668180904,"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."}}