{"id":"W4411617961","doi":"10.51847/lskiw01cfw","title":"10.51847/LsKiW01cfW","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal insulation; Thermal; Materials science; Composite material; Architectural engineering; Structural engineering; Engineering; Physics; Meteorology","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":[0.0006536894,0.001394679,0.0006641893,0.002828971,0.001498973,0.00342292,0.001129708,0.003434074,0.9310355],"category_scores_gemma":[0.001021815,0.0004473555,0.0007269293,0.002685659,0.0008494755,0.002072331,0.001818772,0.001188219,0.9255018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214643,"about_ca_system_score_gemma":0.000731846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003778562,"about_ca_topic_score_gemma":0.002723314,"domain_scores_codex":[0.9995183,0.0000432299,0.00003699099,0.0001498998,0.0001630516,0.00008871071],"domain_scores_gemma":[0.9989526,0.0001863518,0.00006791797,0.0001885548,0.0004425895,0.0001618688],"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":[0.000220608,0.0002471086,0.001489885,0.0003727885,0.00002019755,0.0003361653,0.0001181306,0.0006297212,0.007175398,0.004112821,0.1589753,0.8263018],"study_design_scores_gemma":[0.00004705819,0.000105318,0.002129638,0.0002529065,0.00001785908,0.0005438404,0.0002352183,0.001428913,0.003087532,0.001767386,0.9903509,0.00003350784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004964598,0.0009274175,0.005979079,0.001136064,0.0009665515,0.0002095938,0.001598782,0.003511523,0.9807065],"genre_scores_gemma":[0.01059087,0.0004401421,0.002802849,0.0002996526,0.0001122364,0.00008263852,0.001264626,0.0004016393,0.9840053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06896454,"threshold_uncertainty_score":0.09836954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162177509847395,"score_gpt":0.1754296951148609,"score_spread":0.1638079200163869,"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."}}