{"id":"W7057390781","doi":"","title":"IT Providing a Path From Research to Practice - Promoting Use of Environmentally Friendly Cement and Concrete in Construction","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; National Research Council Canada","keywords":"Durability; Dissemination; Environmentally friendly; User Friendly; Path (computing); Sustainable development; Information system; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01392703,0.0004160084,0.0004644523,0.002162689,0.002104381,0.01159268,0.001401482,0.002937846,0.01397952],"category_scores_gemma":[0.01581972,0.0004571834,0.0003385051,0.003358083,0.002865521,0.009377451,0.004896929,0.001788968,0.004880343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650066,"about_ca_system_score_gemma":0.01040784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356336,"about_ca_topic_score_gemma":0.006622293,"domain_scores_codex":[0.9913946,0.003764418,0.0006263672,0.0006889475,0.003139719,0.000386046],"domain_scores_gemma":[0.9771034,0.00798464,0.002459331,0.005762716,0.003927965,0.002762025],"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":[0.00007193691,0.0004361715,0.01137051,0.001304478,0.0000540033,0.0003598302,0.006400411,0.0009305835,0.01038629,0.107922,0.05352185,0.8072419],"study_design_scores_gemma":[0.00001918144,0.0002941687,0.01018501,0.0007777048,0.00003839473,0.00045521,0.004055861,0.0007461297,0.007854945,0.03520215,0.9403121,0.00005922311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06971192,0.01414989,0.3567622,0.1462741,0.001409736,0.0005756365,0.0008687683,0.005260251,0.4049876],"genre_scores_gemma":[0.4687234,0.01371606,0.4326985,0.007178679,0.0007898873,0.0003864614,0.0005650459,0.0009464304,0.07499553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01397952,"threshold_uncertainty_score":0.07365406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310268695549817,"score_gpt":0.2984835146726026,"score_spread":0.2553808277171045,"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."}}