{"id":"W2521038898","doi":"10.1177/0892705716662516","title":"Manufacturing procedure to make flat thermoplastic composite laminates by automated fibre placement and their mechanical properties","year":2016,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Thermosetting polymer; Materials science; Composite laminates; Composite material; Thermoplastic; Autoclave; Composite number; Thermoplastic composites; Curing (chemistry); Mechanical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003086801,0.0005007464,0.0002537794,0.0007841076,0.0004927694,0.0001722796,0.0002506373,0.0002920066,0.0021943],"category_scores_gemma":[0.000301048,0.0003237141,0.0003101424,0.0003647554,0.0002590501,0.0002349512,0.0001877967,0.0005919611,0.001271093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445118,"about_ca_system_score_gemma":0.000280308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000320185,"about_ca_topic_score_gemma":0.001381,"domain_scores_codex":[0.999724,0.00001958454,0.00002316773,0.00005019779,0.0001503449,0.00003265084],"domain_scores_gemma":[0.9996986,0.00004934313,0.00006833422,0.00007446435,0.00008866902,0.00002057915],"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":[0.00002734166,0.00004355194,0.0001817869,0.00009069969,0.000003176893,0.000145282,0.000075795,0.0002828664,0.9867206,0.0002070681,0.0001167681,0.01210503],"study_design_scores_gemma":[0.000008782383,0.0005891297,0.00506601,0.00001724343,0.00001106408,0.000549018,0.00003664893,0.001316753,0.9825927,0.0001079302,0.009683511,0.00002122061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.646468,0.001030092,0.3378386,0.0001012537,0.0002433287,0.001420079,0.0005371135,0.001703593,0.01065799],"genre_scores_gemma":[0.5171842,0.0008105504,0.4722873,0.0000740986,0.00003677821,0.0007751602,0.0006502584,0.0001919354,0.007989693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0021943,"threshold_uncertainty_score":0.00734061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00911829274204982,"score_gpt":0.2053048557736542,"score_spread":0.1961865630316044,"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."}}