{"id":"W3083310245","doi":"","title":"Performance of Pultruded Composites in Cold Climate Region","year":2020,"lang":"en","type":"article","venue":"The 30th International Ocean and Polar Engineering Conference","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Pultrusion; Composite material; Thermoplastic composites; Materials science; Composite number","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":[],"consensus_categories":[],"category_scores_codex":[0.00006947953,0.00007805989,0.00009835568,0.00005653386,0.00001805958,0.00002710738,0.0001460477,0.00002783995,0.00001870367],"category_scores_gemma":[0.00001547543,0.00006870236,0.00001271867,0.0001102197,0.00002648016,0.00009891552,0.00002777744,0.00009399789,0.000003387146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001166389,"about_ca_system_score_gemma":0.000006696997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003340527,"about_ca_topic_score_gemma":2.774e-7,"domain_scores_codex":[0.9995661,0.000006763309,0.0001962806,0.00006759657,0.00007469087,0.00008851686],"domain_scores_gemma":[0.9998113,0.00002754548,0.00002928352,0.00006333226,0.00004812334,0.00002039741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001103906,0.00001298706,0.08437509,0.0006417917,0.000164212,0.00001011988,0.002019246,0.09934895,0.6161816,0.1940856,0.0004536132,0.002596505],"study_design_scores_gemma":[0.0003437107,0.00003796447,0.009197141,0.0001307178,0.000007979653,0.00002100612,0.00005487608,0.9188381,0.06752646,0.00002427977,0.003643247,0.0001744495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975011,0.00005129816,0.001000244,0.000325335,0.0002713006,0.00005868493,0.00001828714,0.00006443061,0.00070929],"genre_scores_gemma":[0.9992455,0.0002133441,0.0003852578,0.00006591186,0.00006432697,0.000001686915,0.000007755661,0.000008637798,0.000007556655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8194892,"threshold_uncertainty_score":0.2801601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378404528593432,"score_gpt":0.1920490752135085,"score_spread":0.1782650299275742,"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."}}