{"id":"W4378417848","doi":"10.1016/j.compositesa.2023.107629","title":"Effect of gaps on preform and laminate made by automated dry fiber placement and resin infusion","year":2023,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Materials science; Composite material; Compressive strength; Volume fraction; Permeability (electromagnetism); Fiber; Composite number; Drop (telecommunication)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005336379,0.0004199006,0.0005857152,0.0001863179,0.0003122099,0.0003711572,0.0003876481,0.0005581686,0.001431631],"category_scores_gemma":[0.001285335,0.000353401,0.0002410068,0.0001983621,0.0004349973,0.000655801,0.0003788845,0.0005070966,0.000178965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307306,"about_ca_system_score_gemma":0.0003756722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007011096,"about_ca_topic_score_gemma":0.001235699,"domain_scores_codex":[0.9994734,0.00009021328,0.00005419758,0.0001467969,0.0001066337,0.0001287803],"domain_scores_gemma":[0.9975058,0.001206361,0.000595852,0.0002014698,0.0002612547,0.0002292772],"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":[0.003507222,0.0002595827,0.0008846842,0.0002570981,0.00002369778,0.0001627297,0.0002088202,0.0007953313,0.987358,0.0001211994,0.00006359753,0.006358167],"study_design_scores_gemma":[0.00003290332,0.000965932,0.001735339,0.000006273208,0.00003293481,0.00003916547,0.0000544561,0.001011505,0.9957639,0.00001424497,0.0003376789,0.00000577183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981172,0.00038911,0.001102704,0.00001364339,0.00003638116,0.00001028856,0.0000243449,0.00007074598,0.0002355628],"genre_scores_gemma":[0.9969717,0.0001369868,0.002238916,0.00001848923,0.00001788095,0.000008594673,0.00004108681,0.00004586775,0.0005206137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431631,"threshold_uncertainty_score":0.004789352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00537061970544749,"score_gpt":0.2301882317001639,"score_spread":0.2248176119947164,"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."}}