{"id":"W4411656779","doi":"10.51847/wuy26plmoo","title":"10.51847/Wuy26pLMOo","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptual design; Conceptual framework; Computer science; Process management; Sociology; Business; Human–computer interaction; Social science","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":[0.0006273211,0.000994259,0.0005524895,0.00175671,0.001323009,0.003308788,0.001000499,0.002925316,0.863074],"category_scores_gemma":[0.001162207,0.0003856364,0.0005778218,0.002195627,0.0007463358,0.003282262,0.002194506,0.0009942187,0.832378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252246,"about_ca_system_score_gemma":0.0007962586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227872,"about_ca_topic_score_gemma":0.00259754,"domain_scores_codex":[0.999562,0.00005433082,0.00003762589,0.0001281804,0.0001377614,0.00008006811],"domain_scores_gemma":[0.9993079,0.0001531909,0.00005401554,0.0001014375,0.0002423447,0.0001411858],"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":[0.0002026309,0.0001699234,0.001506472,0.0003649907,0.00001825984,0.000348255,0.0002541377,0.0004565074,0.004299528,0.01414636,0.1563633,0.8218698],"study_design_scores_gemma":[0.00002727373,0.0000657368,0.001060302,0.0001426763,0.00001327957,0.0003186569,0.0001901883,0.0007633137,0.001031985,0.003547752,0.9928235,0.00001527209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004470776,0.001519483,0.008905477,0.002111688,0.001308291,0.0001346824,0.0008310307,0.001617854,0.9791007],"genre_scores_gemma":[0.006774359,0.0006154961,0.002549195,0.0005082617,0.000171304,0.00007458794,0.0006100743,0.000279413,0.9884173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.136926,"threshold_uncertainty_score":0.1953083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701682315621258,"score_gpt":0.1782653069186442,"score_spread":0.173563624603023,"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."}}