{"id":"W4417037636","doi":"10.1021/acspolymersau.5c00113","title":"Formulation and 3D Printing of PVDF-Containing Photocurable Resins for Digital Light Processing","year":2025,"lang":"en","type":"article","venue":"ACS Polymers Au","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Digital Light Processing; 3D printing; Photopolymer; Differential scanning calorimetry; Polymer; Composite number; Printed electronics; Dispersion (optics); Stereolithography","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":[0.0000620435,0.00009257917,0.0001460058,0.00007042637,0.00008839415,0.00005371406,0.00004347941,0.00004499795,0.000001505374],"category_scores_gemma":[0.00008412079,0.00009384777,0.00001846559,0.00009310842,0.00001492606,0.000319345,0.00001885707,0.0000319821,2.100256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028645,"about_ca_system_score_gemma":0.0000202695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373944,"about_ca_topic_score_gemma":0.000007464472,"domain_scores_codex":[0.999458,0.000003186507,0.0002029755,0.0001072983,0.00004354,0.0001850262],"domain_scores_gemma":[0.9997699,0.00005737102,0.00004905967,0.0000753647,0.00002505533,0.00002328212],"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":[0.00007876394,0.00001329192,0.002418569,0.00101176,0.0000560468,0.000001026589,0.001235763,0.01475587,0.8117834,0.002036152,0.00002634155,0.166583],"study_design_scores_gemma":[0.0006304122,0.00004055661,0.001066329,0.0004666042,0.00002920551,0.000002477149,0.0002927878,0.01893188,0.9744064,0.0008100878,0.003101978,0.0002213303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670884,0.0002618797,0.0184228,0.00002404797,0.0001485069,0.000140987,0.000006637378,0.0001339329,0.01377283],"genre_scores_gemma":[0.9977081,0.000005221129,0.001850505,0.00001247187,0.00003909632,0.00001519173,0.000008245952,0.00001891771,0.0003422211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1663616,"threshold_uncertainty_score":0.3827001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00887903013447245,"score_gpt":0.2346716528526658,"score_spread":0.2257926227181934,"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."}}