{"id":"W2378886764","doi":"","title":"Research on Placement Techniques of Epoxy Matrix Composite Prepreg","year":2009,"lang":"en","type":"article","venue":"Chemistry and Adhesion","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Materials science; Composite number; Composite material; Epoxy; Hardening (computing); Induction heating; Electromagnetic coil","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":[0.0004508553,0.0008056785,0.0005440924,0.0008261211,0.000403444,0.0004249721,0.0007847449,0.0006538825,0.001926937],"category_scores_gemma":[0.0008819855,0.0005613479,0.0004834984,0.0009030887,0.0002462582,0.001179207,0.0002512682,0.0007022357,0.0008512634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219156,"about_ca_system_score_gemma":0.000452099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000642401,"about_ca_topic_score_gemma":0.0009420773,"domain_scores_codex":[0.9994017,0.0000584984,0.00004295798,0.0001730946,0.0002552852,0.000068381],"domain_scores_gemma":[0.9992294,0.00009125553,0.0002239718,0.00009890431,0.0003197372,0.00003670494],"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":[0.00009568612,0.00009104991,0.0009485654,0.0009600371,0.00002690106,0.0002016664,0.0002020285,0.004563041,0.8549027,0.003633655,0.0007705552,0.1336041],"study_design_scores_gemma":[0.00002610646,0.00135978,0.004791472,0.00008429292,0.00008917775,0.0009697381,0.0001941067,0.008784945,0.9488271,0.0007661543,0.03406459,0.00004247376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4313709,0.02529289,0.5181876,0.0005250741,0.001149239,0.0002810623,0.0001741264,0.001286065,0.02173302],"genre_scores_gemma":[0.6515045,0.01180163,0.3202102,0.0001146457,0.0002398627,0.0001202516,0.0002195426,0.0002176761,0.01557177],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001926937,"threshold_uncertainty_score":0.006446242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750117573884157,"score_gpt":0.2969286348032463,"score_spread":0.2794274590644047,"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."}}