{"id":"W4411618029","doi":"10.51847/skd9k6ix2x","title":"10.51847/skD9k6IX2X","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":"Quality (philosophy); Stability (learning theory); Transport engineering; Civil engineering; Environmental planning; Geography; Business; Computer science; Engineering","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":[0.0008150366,0.001266371,0.0006591958,0.002601487,0.001437715,0.002990692,0.0008971324,0.002863109,0.9618399],"category_scores_gemma":[0.001216726,0.0005028076,0.0008771117,0.002445451,0.0007953782,0.00223563,0.002649689,0.001181082,0.9561017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081494,"about_ca_system_score_gemma":0.0006790228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925546,"about_ca_topic_score_gemma":0.004093925,"domain_scores_codex":[0.9994496,0.00006367748,0.00006263395,0.0001269098,0.0001893154,0.000107863],"domain_scores_gemma":[0.9988267,0.0002838353,0.00005497851,0.0001876805,0.0004171107,0.0002296513],"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":[0.0003988718,0.0003426406,0.002518045,0.0005109456,0.00002881226,0.000319578,0.0001854673,0.0006881573,0.005965319,0.006198988,0.2241333,0.7587099],"study_design_scores_gemma":[0.00008368011,0.00009369092,0.002929147,0.0003126425,0.00002234158,0.0005204607,0.0002319041,0.0009519062,0.001734655,0.001627749,0.9914609,0.00003089722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003150607,0.0004033842,0.002767382,0.0006702396,0.0004136782,0.0001755925,0.001576639,0.001485247,0.9893572],"genre_scores_gemma":[0.006261553,0.0003267841,0.002483828,0.0002355137,0.00007042773,0.00008118668,0.00131328,0.0002799316,0.9889475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03816009,"threshold_uncertainty_score":0.05443066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004175492237256006,"score_gpt":0.1408188325651733,"score_spread":0.1366433403279173,"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."}}