{"id":"W6930294732","doi":"10.5281/zenodo.12445364","title":"construction specification writing pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); Work (physics); Subpoena; Interchangeability; Filter (signal processing); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001611632,0.001826377,0.001166492,0.002337377,0.001847803,0.007204008,0.002894615,0.002561325,0.9181683],"category_scores_gemma":[0.01385856,0.0009661847,0.001178971,0.002362391,0.0009376616,0.006420822,0.002968416,0.002846553,0.8940849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824928,"about_ca_system_score_gemma":0.002491955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590957,"about_ca_topic_score_gemma":0.00389036,"domain_scores_codex":[0.9982283,0.0001369406,0.0001292821,0.0002283424,0.001126296,0.000150962],"domain_scores_gemma":[0.989734,0.001467881,0.0001912748,0.001696529,0.006227089,0.0006833202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002676655,0.00002044835,0.00004143008,0.0001692417,0.000001721379,0.0000483435,0.00005313907,0.0000513125,0.0004956425,0.001495685,0.957259,0.04033728],"study_design_scores_gemma":[0.00001266699,0.00001477759,0.00012392,0.00005562971,0.000002028679,0.0000706704,0.000070187,0.00006412571,0.000504453,0.0006858284,0.9983858,0.000009866613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005748969,0.0003150453,0.01213728,0.001650245,0.004396474,0.00115048,0.01957536,0.02751158,0.9326885],"genre_scores_gemma":[0.002347715,0.000331003,0.004044598,0.0006862866,0.0004206644,0.0004433975,0.009749027,0.01462438,0.9673529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08183169,"threshold_uncertainty_score":0.1167229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782518399750367,"score_gpt":0.2328561596836659,"score_spread":0.2050309756861622,"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."}}