{"id":"W4411618099","doi":"10.51847/yzzhavwc00","title":"10.51847/YzzHaVwC00","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":"Islam; Sustainable development; Context (archaeology); Identity (music); Emphasis (telecommunications); Rehabilitation; Architectural engineering; Business; Environmental planning; Engineering; Political science; Geography; Medicine; Aesthetics; Physical therapy; Art; Law; Archaeology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003339444,0.00009688662,0.00009609592,0.00002478332,0.0002124485,0.00009658435,0.0001430034,0.00001839682,0.998976],"category_scores_gemma":[0.000004050118,0.00006777596,0.00004772359,0.00002442029,0.00007176249,0.00009993115,0.00001529111,0.0000571012,0.9840548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006376638,"about_ca_system_score_gemma":0.000006394168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007241135,"about_ca_topic_score_gemma":0.000005821914,"domain_scores_codex":[0.9994854,0.00001411919,0.0001025262,0.0001255401,0.0001011114,0.0001712562],"domain_scores_gemma":[0.9997594,0.00001480781,0.000013043,0.0001161721,0.00002705766,0.00006953348],"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":[0.00002809671,0.00001555727,4.392449e-8,0.000002531518,0.00001227787,0.00000269752,0.002197477,0.00003746663,0.00001632614,0.000207243,0.1119132,0.8855671],"study_design_scores_gemma":[0.00005364147,0.00009593739,0.0000059435,0.000008330855,0.000008703164,0.000002357002,0.00002116197,0.000007803366,0.00001009964,0.00003931752,0.9996226,0.0001241262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0042195,0.0000637665,2.582296e-8,0.0005792627,0.000003685496,0.00008201352,0.00001509462,0.0001150544,0.9949216],"genre_scores_gemma":[0.002106007,1.633137e-7,0.00001395428,0.0005100155,0.0004337826,0.00001062633,0.00001037928,0.000008654407,0.9969064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8877094,"threshold_uncertainty_score":0.2763823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201094871393035,"score_gpt":0.176252279877377,"score_spread":0.1642413311634467,"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."}}