{"id":"W7149007407","doi":"10.70675/9f0b8c25z804ez4cabz8e04z90d8c694fbe4","title":"Renewable furan-derived epoxy thermosets and nanocomposites for coating applications","year":2019,"lang":"","type":"dissertation","venue":"","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Pollution prevention; Epoxy; Renewable energy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001257051,0.0002724911,0.0001395611,0.000324068,0.0001514013,0.0002597505,0.000120798,0.0002703918,0.001527974],"category_scores_gemma":[0.0001143432,0.0001754074,0.0002270388,0.0001915125,0.00009929815,0.0002954091,0.0001582325,0.0003671946,0.0003984871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253216,"about_ca_system_score_gemma":0.0001441944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004525028,"about_ca_topic_score_gemma":0.001721319,"domain_scores_codex":[0.999909,0.000006998763,0.000005099143,0.00001828658,0.00004459969,0.0000158982],"domain_scores_gemma":[0.999946,0.000007792997,0.00001340484,0.000005356442,0.00001709225,0.00001039834],"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":[0.00003393286,0.00001463941,0.0001171059,0.000135218,0.000005180421,0.00005987795,0.00002358584,0.0005519891,0.9907349,0.0003520456,0.00007044394,0.007901041],"study_design_scores_gemma":[0.000004792326,0.0002332263,0.00206294,0.00002029083,0.00001677558,0.0001762684,0.00003848754,0.002033855,0.9855565,0.0001186371,0.009725575,0.00001251799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95345,0.01600295,0.01701977,0.0001111645,0.0001232019,0.00005366486,0.0002270386,0.0001966592,0.01281549],"genre_scores_gemma":[0.9736476,0.005156842,0.009072757,0.00004396213,0.00001834765,0.0000411139,0.000156469,0.00004413752,0.01181875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527974,"threshold_uncertainty_score":0.005111575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448390769941797,"score_gpt":0.2706361226114737,"score_spread":0.2561522149120558,"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."}}