{"id":"W2793392571","doi":"10.18174/432087","title":"Feasibility study thin glasses for greenhouse roof designs","year":2018,"lang":"en","type":"report","venue":"","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fractal Systems (Canada)","funders":"Technische Universiteit Delft","keywords":"Greenhouse; Roof; Materials science; Thin film; Float glass; Bending; Thermal; Polycarbonate; Composite material; Optics; Engineering physics; Nanotechnology; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001749958,0.0004696099,0.0007965436,0.00002833821,0.0004510012,0.00008531084,0.0008567102,0.0009029204,0.001681245],"category_scores_gemma":[0.0007085997,0.0001528751,0.0003723548,0.0002555469,0.0001769636,0.00009404789,0.0002100344,0.0003559557,0.000120855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461496,"about_ca_system_score_gemma":0.000117394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288655,"about_ca_topic_score_gemma":0.05629901,"domain_scores_codex":[0.997114,0.0001352851,0.0006166748,0.0009886912,0.0005586892,0.0005866459],"domain_scores_gemma":[0.9979084,0.0005479419,0.0003538657,0.0003086941,0.0007660751,0.0001150412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007794296,0.006440548,0.5271979,0.0002358761,0.0009223308,0.00006644247,0.0001694502,6.59479e-7,0.008185962,0.0002774991,0.348227,0.1074969],"study_design_scores_gemma":[0.001967177,0.0119911,0.6697183,0.0001186575,0.0009622507,0.00006554895,0.002525131,0.00005265143,0.001148385,0.006226449,0.3030648,0.002159629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773551,0.0003677039,0.00005498169,0.0007485857,0.0008675622,0.004935549,0.0004257686,0.00146554,0.01377918],"genre_scores_gemma":[0.9871088,0.0001322723,0.0001487652,0.0001352488,0.0009288614,0.0004350728,0.0001673742,0.000005919125,0.01093766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425203,"threshold_uncertainty_score":0.9992313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1782965834911535,"score_gpt":0.3399255939602115,"score_spread":0.161629010469058,"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."}}