{"id":"W2385257987","doi":"","title":"A New Review on Toughening Modification of Bismaleimide Resin","year":2007,"lang":"en","type":"review","venue":"Cailiao daobao","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Toughening; Materials science; Composite material; Natural rubber; Thermoplastic; Toughness","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000203797,0.0008411891,0.0007613951,0.001513649,0.0002330919,0.0003796751,0.0005831856,0.0005939165,0.006501568],"category_scores_gemma":[0.000214728,0.0002845711,0.0003560347,0.00137355,0.0001364741,0.001036169,0.0003195553,0.0007758456,0.003109703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412413,"about_ca_system_score_gemma":0.0005235331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003821263,"about_ca_topic_score_gemma":0.0008635506,"domain_scores_codex":[0.9998716,0.00001191939,0.00001538348,0.00003301018,0.00005501199,0.00001294803],"domain_scores_gemma":[0.9998865,0.00003505943,0.00002277179,0.000004596868,0.0000375148,0.00001345166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006543256,0.0001001751,0.0001659947,0.02444385,0.00007302468,0.000465223,0.00007984209,0.0002911956,0.04441258,0.002615744,0.02643779,0.9008492],"study_design_scores_gemma":[0.000008735696,0.0001324612,0.0006173185,0.0008406544,0.00007673499,0.00164146,0.00003366686,0.00009058948,0.0105886,0.0005649931,0.9853864,0.00001832947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008952022,0.9921134,0.001248331,0.0001856616,0.0006213366,0.00001480772,0.0000423262,0.00003977009,0.004839293],"genre_scores_gemma":[0.00353924,0.9878508,0.001633856,0.0003479012,0.0003950069,0.00002211638,0.0001039223,0.000008223217,0.006098917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006501568,"threshold_uncertainty_score":0.02174985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847165764864856,"score_gpt":0.3829285894550104,"score_spread":0.1982120129685248,"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."}}