{"id":"W6929337523","doi":"10.4224/20377524","title":"Monitoring and assessment of built structures","year":2008,"lang":"en","type":"report","venue":"NPARC","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Wireless sensor network; Information management; Information system; Data management; Management information systems","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":[],"consensus_categories":[],"category_scores_codex":[0.0006378912,0.0006215717,0.000373892,0.002849773,0.0002673765,0.001131642,0.000812859,0.0005417699,0.001823751],"category_scores_gemma":[0.001531193,0.0001838631,0.0002289959,0.00125488,0.0004093241,0.001260681,0.0006182662,0.0001604688,0.0008512853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955182,"about_ca_system_score_gemma":0.0006672029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809215,"about_ca_topic_score_gemma":0.005186656,"domain_scores_codex":[0.9985408,0.0001706501,0.00005683428,0.0001349987,0.001047296,0.00004952349],"domain_scores_gemma":[0.9993387,0.000176705,0.0001216187,0.00003958346,0.000307338,0.00001597821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000522447,0.00006870156,0.02029359,0.002878032,0.00006728683,0.0004498819,0.0004408877,0.01942619,0.03403956,0.007333839,0.005318176,0.9096316],"study_design_scores_gemma":[0.00005204422,0.001227359,0.1895434,0.005560918,0.0004695071,0.005470905,0.005630454,0.08892933,0.1791142,0.03448285,0.4892536,0.0002654639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2783921,0.08246613,0.4920437,0.001974541,0.0004802214,0.0009148328,0.002974924,0.00137589,0.1393777],"genre_scores_gemma":[0.7627275,0.07159206,0.1381783,0.0002798353,0.000224629,0.0002829498,0.002182426,0.0001070088,0.02442534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002849773,"threshold_uncertainty_score":0.006101072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701678724507407,"score_gpt":0.3079486696469176,"score_spread":0.2809318824018436,"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."}}