{"id":"W7066151030","doi":"","title":"Field exposure of walls facility","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Field (mathematics); Opacity; Characterization (materials science); Climate zones","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008193705,0.0005233629,0.0003995638,0.000408269,0.001946508,0.0005571396,0.0008261514,0.0006923764,0.02096721],"category_scores_gemma":[0.0008076025,0.0002722623,0.0004680768,0.0002268015,0.0005662927,0.0003583804,0.001030398,0.0008387734,0.003172544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009711652,"about_ca_system_score_gemma":0.002200793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009637821,"about_ca_topic_score_gemma":0.01964202,"domain_scores_codex":[0.9993123,0.00007651447,0.0000171156,0.0001378076,0.0002944902,0.0001617127],"domain_scores_gemma":[0.9991697,0.00009929457,0.00006175668,0.0002223801,0.0002669834,0.0001800233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003712827,0.001643255,0.02633223,0.0005598043,0.00005275514,0.001795701,0.001807015,0.008215077,0.7339333,0.003658196,0.04810828,0.1701816],"study_design_scores_gemma":[0.0007714848,0.02223603,0.1667418,0.000395667,0.000132715,0.002047993,0.003111595,0.008187795,0.5007224,0.001765562,0.2936272,0.0002598086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904323,0.0001638375,0.03053746,0.0004057297,0.0003333697,0.002565636,0.003827158,0.002422608,0.0693119],"genre_scores_gemma":[0.9056628,0.0002011029,0.02838684,0.0004408419,0.00005363648,0.001426542,0.002782696,0.0002959929,0.06074936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02096721,"threshold_uncertainty_score":0.07014233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240427660740864,"score_gpt":0.1725257471035168,"score_spread":0.1601214704961081,"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."}}