{"id":"W4401910688","doi":"10.1002/pc.28979","title":"Hot melt thermoset/thermoplastic hybrid prepregs: Effects of B‐stage conditions on the quality of composite parts","year":2024,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Jerome","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermosetting polymer; Materials science; Thermoplastic; Composite material; Composite number; Thermoplastic composites; Stage (stratigraphy); Epoxy","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":[0.0001443231,0.0002319863,0.0003285529,0.0001048395,0.00007092008,0.00005218925,0.0002944466,0.00004453021,0.0001063505],"category_scores_gemma":[0.00005454108,0.000173039,0.0001349305,0.0002223745,0.0001747317,0.00009254977,0.00005575729,0.0001959792,0.00004285629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002202806,"about_ca_system_score_gemma":0.00002051954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003974511,"about_ca_topic_score_gemma":0.000003968585,"domain_scores_codex":[0.9987448,0.0001198946,0.0004005752,0.0002230456,0.0002853078,0.0002263981],"domain_scores_gemma":[0.9964229,0.002965302,0.00007625391,0.0004412276,0.00003934661,0.00005491559],"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":[0.00003366506,0.0001082487,0.001215928,0.003270797,0.000329513,0.00001457389,0.0007397306,0.00534291,0.9816988,0.006479489,0.0004573797,0.0003089595],"study_design_scores_gemma":[0.0001386598,0.00006393239,0.00787736,0.0008028181,0.00007556302,0.000006197139,0.00001846645,0.003336534,0.9871178,0.0003118139,0.00007087788,0.0001800003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836082,0.01211191,0.000459465,0.0000906136,0.000358503,0.0002822948,0.0001659654,0.0003615298,0.002561454],"genre_scores_gemma":[0.9995255,0.00005199357,0.0000359317,0.00003508987,0.00004736137,0.00005243249,0.0000221454,0.00005293873,0.0001765653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591727,"threshold_uncertainty_score":0.7056327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584070139162029,"score_gpt":0.2686242739648182,"score_spread":0.2527835725731979,"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."}}