{"id":"W4293067875","doi":"10.1007/s00170-022-09983-7","title":"Tensile and thermal properties of low-melt poly aryl ether ketone reinforced with continuous carbon fiber manufactured by robotic 3D printing","year":2022,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Ultimate tensile strength; Composite material; Crystallinity; Thermoplastic; Fiber; 3D printing; Fused filament fabrication; Crystallization","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424338,0.0002673958,0.0004046075,0.0003805654,0.0001234556,0.00002931517,0.0009524899,0.0001029333,0.00004508373],"category_scores_gemma":[0.00007289284,0.0001846664,0.00006959553,0.00009239962,0.0003204119,0.0001227469,0.0004981929,0.0009348519,9.872189e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271333,"about_ca_system_score_gemma":0.00002537416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002122322,"about_ca_topic_score_gemma":0.000001651183,"domain_scores_codex":[0.9985522,0.00002440319,0.0005027783,0.0001960663,0.0004219821,0.0003025704],"domain_scores_gemma":[0.9989748,0.00008670476,0.0004724046,0.0003102241,0.0001240695,0.0000318012],"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":[0.0005549284,0.00005215881,0.0001121961,0.00009556914,0.0008769779,0.0001004476,0.000633567,0.4037259,0.46976,0.0002254345,0.0001146243,0.1237482],"study_design_scores_gemma":[0.0007441536,0.000209661,0.0004718123,0.000148932,0.00003469789,0.0004379469,0.0009489825,0.001178483,0.9941694,0.0004653661,0.0009688566,0.0002217247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964553,0.0009723839,0.0005979008,0.001000564,0.0002807442,0.0001835383,0.000007995065,0.0003120573,0.0001895643],"genre_scores_gemma":[0.9963943,0.00007740221,0.003120215,0.00004430083,0.00004670375,0.00002258426,0.000002321073,0.000051639,0.0002405318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5244094,"threshold_uncertainty_score":0.7530478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005161774742742526,"score_gpt":0.18641862614528,"score_spread":0.1812568514025375,"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."}}