{"id":"W6911967873","doi":"10.5281/zenodo.15456368","title":"THE POTENTIAL BIO BASED POLYMER AND THEIR NANOCOMPOSITES FOR COMPOSITES STRUCTURE","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanocomposite; Polymer; Composite number; Polymer nanocomposite; Nanoparticle","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009105682,0.0002047572,0.0002463885,0.0004361743,0.0009545616,0.00125024,0.000403086,0.001209657,0.05800722],"category_scores_gemma":[0.001986663,0.000166191,0.0001892908,0.0002234193,0.0003374202,0.001051658,0.0003998789,0.0007112846,0.01408605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769358,"about_ca_system_score_gemma":0.0006772675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003334908,"about_ca_topic_score_gemma":0.0008900804,"domain_scores_codex":[0.9994656,0.00008563952,0.00002245357,0.00008656898,0.0002661875,0.00007353666],"domain_scores_gemma":[0.9979504,0.0003414428,0.0001511135,0.0001559029,0.001221196,0.0001800346],"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":[0.0006175157,0.0003401229,0.006485466,0.001935167,0.00004009365,0.001419537,0.0007445998,0.0004167301,0.5102334,0.0338062,0.1191358,0.3248253],"study_design_scores_gemma":[0.0000551661,0.0004970388,0.01251378,0.0001417374,0.00005340013,0.001367096,0.0008410555,0.001470635,0.3483192,0.007082793,0.6276037,0.00005440648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3372398,0.008117835,0.01489851,0.04142804,0.01338988,0.0004968806,0.001017887,0.0009882881,0.5824229],"genre_scores_gemma":[0.4572047,0.002953679,0.005832998,0.001963455,0.001599748,0.0001129994,0.0006607276,0.0001818345,0.5294898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05800722,"threshold_uncertainty_score":0.1940535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007090362293101218,"score_gpt":0.2120535567066473,"score_spread":0.2049631944135461,"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."}}