{"id":"W4411618074","doi":"10.51847/vvxdcchhyr","title":"10.51847/VVxdCchhyr","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tree (set theory); Perception; Geography; Forestry; Mathematics; Combinatorics; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006539549,0.001146505,0.0005937735,0.001682295,0.001428385,0.002929221,0.0008360859,0.002671957,0.9790775],"category_scores_gemma":[0.001083171,0.0004554249,0.0004679836,0.001920271,0.0007641682,0.002046121,0.001880103,0.00113319,0.9733272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009010457,"about_ca_system_score_gemma":0.0006207346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172681,"about_ca_topic_score_gemma":0.004920369,"domain_scores_codex":[0.9996389,0.00004855977,0.00003365639,0.0001077165,0.0001003062,0.00007082715],"domain_scores_gemma":[0.9992133,0.0001880624,0.00003035026,0.0001144841,0.0002450084,0.0002086455],"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":[0.0002408607,0.0002192001,0.001277533,0.0003378856,0.00001196657,0.0002160608,0.0001636489,0.0002266027,0.002492538,0.005408539,0.4025989,0.5868062],"study_design_scores_gemma":[0.00004153916,0.00004320778,0.001144317,0.0001497967,0.000007203274,0.0001950342,0.0001773968,0.0002307354,0.0004158819,0.0005676877,0.9970137,0.00001348336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001325242,0.0003500348,0.001170316,0.0005660673,0.000459019,0.00009720208,0.001309055,0.00113628,0.9935868],"genre_scores_gemma":[0.002525756,0.0002053852,0.0007117403,0.0002190043,0.0000452304,0.00003894793,0.0006158101,0.0002327565,0.9954054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02092248,"threshold_uncertainty_score":0.02984339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004168513476321759,"score_gpt":0.1410611554936484,"score_spread":0.1368926420173267,"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."}}