{"id":"W4390204653","doi":"10.5267/j.ccl.2023.11.006","title":"Development of a novel hyperbranched unsaturated polyester resin: Synthesis, characterization, and potential applications in car body putty","year":2023,"lang":"en","type":"article","venue":"Current Chemistry Letters","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Guilan","keywords":"Chemistry; Dicyclopentadiene; Styrene; Unsaturated polyester; Castor oil; Methyl methacrylate; Putty; Organic chemistry; Polyester; Polymer chemistry; Polymer; Monomer; Copolymer; Polymerization; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005734326,0.0001073799,0.0001498953,0.00006889525,0.00003684201,0.00001010112,0.00008046575,0.0000613984,0.00001120679],"category_scores_gemma":[0.000009159071,0.0001134618,0.00002574022,0.0003781303,0.00003805756,0.00004249817,0.00002188927,0.0001094483,0.000003857388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002737716,"about_ca_system_score_gemma":0.00001581207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.819418e-7,"about_ca_topic_score_gemma":5.643516e-7,"domain_scores_codex":[0.9993967,0.000005966112,0.0002238658,0.0001532556,0.00007313487,0.0001470178],"domain_scores_gemma":[0.9997678,0.00002013117,0.00003511406,0.0001217826,0.00001822049,0.00003696564],"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":[0.000003133149,0.00002136492,0.002343183,0.0001644257,0.00003551334,8.142482e-7,0.0001219898,0.000250707,0.9951292,9.941047e-7,0.00002871016,0.00189992],"study_design_scores_gemma":[0.0003347526,2.407411e-7,0.08264939,0.00006958561,0.00004626695,0.000002828618,0.00004602848,0.004551111,0.9102436,7.646686e-7,0.001841967,0.0002134203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913272,0.00008321564,0.008133423,0.000207646,0.00004928876,0.00007136783,0.00003361747,0.0000888963,0.000005307067],"genre_scores_gemma":[0.9992422,0.0000510857,0.0001834122,0.000005947277,0.00003914458,0.00005455177,0.0004068063,0.00001258946,0.000004297742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0848856,"threshold_uncertainty_score":0.4626839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009999559099584256,"score_gpt":0.2169075482604755,"score_spread":0.2069079891608913,"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."}}