{"id":"W2626430191","doi":"","title":"A study of fibre breakage during compoundings short glass fibre reinforced composites","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breakage; Composite material; Materials science; Glass fiber","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":[0.000195852,0.0002113474,0.000297618,0.0004502229,0.0006677916,0.0002885558,0.0002472616,0.0003459952,0.002540034],"category_scores_gemma":[0.0002963928,0.0001655538,0.0002518347,0.0003574295,0.0002891893,0.0002605551,0.0001384809,0.0003431276,0.0002742922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006906228,"about_ca_system_score_gemma":0.0003670027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423678,"about_ca_topic_score_gemma":0.03187178,"domain_scores_codex":[0.9998631,0.000008444437,0.000004214151,0.00002994436,0.00005416103,0.00004018769],"domain_scores_gemma":[0.9996738,0.00009139229,0.00004046982,0.00001800778,0.0001430222,0.00003329429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009721076,0.00007781341,0.009269929,0.0001096277,0.00002249922,0.0004300378,0.000370444,0.0008629184,0.9776423,0.00006774486,0.0001316164,0.01004304],"study_design_scores_gemma":[0.00001499012,0.001292074,0.2216309,0.00001765525,0.00005619313,0.0003546729,0.0007544128,0.003573785,0.7690235,0.00005986613,0.003201419,0.00002057133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981,0.0005684429,0.0004466744,0.000008486452,0.00001112175,0.00001450028,0.0000932159,0.000009433526,0.0007481509],"genre_scores_gemma":[0.9968099,0.0001928454,0.000236995,0.000004160164,0.000004194705,0.000005580448,0.0001348107,0.000008331003,0.002603182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423678,"threshold_uncertainty_score":0.04819143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051837724613425,"score_gpt":0.2200207947339722,"score_spread":0.209502417487838,"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."}}