{"id":"W3024481125","doi":"10.1149/ma2020-01352425mtgabs","title":"Bio-Sourced, Potentially Biodegradable Materials for Fast Response Moisture Sensors","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Melanin; Polymerization; Moisture; Humidity; Nanotechnology; Materials science; Chemistry; Chemical engineering; Polymer; Composite material; Biochemistry; Physics","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":[0.0001332043,0.0004120597,0.0001710867,0.0002944166,0.0001398668,0.00041017,0.0002222968,0.0006493027,0.001193378],"category_scores_gemma":[0.0001692863,0.0001695201,0.0001492096,0.0002061031,0.0001504509,0.0005026911,0.0001542254,0.000445979,0.0006315786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776481,"about_ca_system_score_gemma":0.00007250033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008959788,"about_ca_topic_score_gemma":0.000318959,"domain_scores_codex":[0.9998703,0.00001437312,0.000009280695,0.0000303107,0.0000563079,0.00001938673],"domain_scores_gemma":[0.9998972,0.00002148238,0.00005011206,0.000006821941,0.00001463552,0.000009701502],"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":[0.000008491483,0.00001043661,0.00005141362,0.0001296994,0.000001782939,0.00004931308,0.000009407052,0.00007020582,0.9975331,0.000164092,0.00006596585,0.001906215],"study_design_scores_gemma":[0.000003113118,0.00009056123,0.0006614688,0.00001261941,0.000006155162,0.0001668146,0.00002218319,0.0008547395,0.9932567,0.00005474006,0.004865449,0.000005584567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8661929,0.06058353,0.05559292,0.0007289502,0.0004285065,0.0002743414,0.0009015126,0.0006193167,0.01467795],"genre_scores_gemma":[0.9370142,0.01276997,0.04263828,0.0002984047,0.0001067804,0.000162498,0.0003278266,0.00007092459,0.006611139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193378,"threshold_uncertainty_score":0.00399226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472574669223188,"score_gpt":0.2468852985694995,"score_spread":0.2321595518772676,"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."}}