{"id":"W7004459441","doi":"","title":"Fabric Formwork","year":2007,"lang":"en","type":"book","venue":"ROAR (University of East London)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formwork; Casting; Plan (archaeology); Architectural design","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003003534,0.0002483555,0.0003399762,0.0002095886,0.0001225401,0.00001253165,0.0006905199,0.0007204515,0.000318186],"category_scores_gemma":[0.00005069353,0.0002836162,0.0003111202,0.0001064549,0.0005345269,0.000005667882,0.0004885563,0.0003150275,0.0002659279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006098963,"about_ca_system_score_gemma":0.0004965638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003428853,"about_ca_topic_score_gemma":0.0001933104,"domain_scores_codex":[0.998474,0.0000238687,0.0002209322,0.0003326702,0.0005190975,0.0004294006],"domain_scores_gemma":[0.9987163,0.00001700805,0.0002213547,0.0005107909,0.0002533672,0.0002812061],"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":[0.0008301118,0.0002963206,0.0003019217,0.001237043,0.0008792097,0.0001354912,0.0005878395,0.00001776439,0.006654519,0.001521697,0.797793,0.1897451],"study_design_scores_gemma":[0.000801362,0.0004546527,0.0003203682,0.0001053647,0.00006729328,0.00001290708,0.000331816,0.0000589166,0.0004923117,0.0002982641,0.9966978,0.0003589646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005063765,0.002398202,0.0197119,0.0002868584,0.0004650515,0.000586904,0.0003093469,0.00003398218,0.971144],"genre_scores_gemma":[0.009671203,0.001755476,0.003460027,0.0001343453,0.0004309863,2.03964e-7,0.001214216,0.00003745033,0.9832961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1989048,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129893259284849,"score_gpt":0.2188083193352355,"score_spread":0.2058189934067506,"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."}}