{"id":"W2265433308","doi":"","title":"Structural Woven Formwork","year":2012,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Composites Innovation Centre","keywords":"Formwork; Engineering; Work (physics); Construction engineering; Presentation (obstetrics); Engineering management; Architectural engineering; Engineering ethics; Civil engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0008497787,0.0004922919,0.000245925,0.001657211,0.001362772,0.003284758,0.001037271,0.001136713,0.04006333],"category_scores_gemma":[0.002798065,0.0002720542,0.0003853438,0.001915853,0.001972254,0.002201255,0.002338267,0.0009717052,0.008263615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126545,"about_ca_system_score_gemma":0.001643567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642001,"about_ca_topic_score_gemma":0.004844642,"domain_scores_codex":[0.9986389,0.0001763808,0.00004679115,0.0002026749,0.0007935156,0.0001416947],"domain_scores_gemma":[0.9989123,0.0002298562,0.00007554126,0.0003467463,0.0003373065,0.00009827288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001534695,0.0002321975,0.002875041,0.002091653,0.00003089177,0.001310216,0.00948474,0.006646554,0.02080082,0.3047934,0.02472148,0.6268595],"study_design_scores_gemma":[0.00001218645,0.0001420321,0.003856356,0.0005904405,0.0000145196,0.001454857,0.00454616,0.001856327,0.01228855,0.02647168,0.9487386,0.00002840312],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1190258,0.004292929,0.06330499,0.0009951907,0.0008102978,0.0004151184,0.0005992946,0.0004323334,0.8101241],"genre_scores_gemma":[0.578443,0.006543019,0.03415624,0.0003411741,0.0001320231,0.0002313767,0.001356542,0.0005086631,0.3782879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04006333,"threshold_uncertainty_score":0.1340252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235182322273627,"score_gpt":0.2543509694597523,"score_spread":0.211999146237016,"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."}}