{"id":"W4400577291","doi":"10.15554/pcij61.1-ps1","title":"Project Spotlight: NetZero Precast Concrete Duplex first of its kind","year":2016,"lang":"en","type":"article","venue":"PCI Journal","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Duplex (building); Structural engineering; Engineering; Forensic engineering; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001035736,0.0004681835,0.0002384705,0.0005321309,0.001715132,0.001904995,0.0008890527,0.0009764759,0.1276384],"category_scores_gemma":[0.0009408676,0.0002146324,0.0002227884,0.0003270869,0.0005992776,0.0009486923,0.001700854,0.0009827446,0.01748365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737627,"about_ca_system_score_gemma":0.01193577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1030361,"about_ca_topic_score_gemma":0.2568504,"domain_scores_codex":[0.9993461,0.0000389118,0.000004550221,0.00006402099,0.000408243,0.0001381526],"domain_scores_gemma":[0.9979758,0.00005622716,0.00001713112,0.00008569219,0.0008785096,0.0009867622],"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":[0.0004532069,0.0002294341,0.003485162,0.0001462393,0.00001706076,0.0003562328,0.0006377049,0.0009926567,0.01659613,0.02053713,0.7837053,0.1728438],"study_design_scores_gemma":[0.00004572648,0.000168317,0.001732531,0.00003770516,0.000006139932,0.0001598634,0.0006083514,0.0009114396,0.004838515,0.001200662,0.9902775,0.00001328921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04820925,0.001714529,0.05322069,0.01355448,0.004642553,0.001252474,0.007217072,0.006085077,0.8641039],"genre_scores_gemma":[0.08014659,0.0005514806,0.01715284,0.0007478595,0.0001132625,0.0002076046,0.003488636,0.0007288548,0.896863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8969639,"threshold_uncertainty_score":0.4269928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548039113682547,"score_gpt":0.2339538071127975,"score_spread":0.208473415975972,"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."}}