{"id":"W2917218472","doi":"10.1021/acs.macromol.9b00035","title":"Virtual Issue: Designing Polymers for Use in Electrochemical Energy Storage Devices","year":2019,"lang":"en","type":"article","venue":"Macromolecules","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Citation; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001110115,0.000114551,0.0001404886,0.00006113305,0.00006440951,0.00009591543,0.0001971787,0.00005745029,0.0003960783],"category_scores_gemma":[0.00002899241,0.0001160538,0.00004500342,0.0001360964,0.00003917439,0.0001202097,0.00004674842,0.00005204741,0.00006089696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002921964,"about_ca_system_score_gemma":0.00003865798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003038656,"about_ca_topic_score_gemma":0.0000913116,"domain_scores_codex":[0.9990672,0.00003214853,0.0001676765,0.0003169589,0.0001054888,0.00031053],"domain_scores_gemma":[0.9995105,0.0001549446,0.00006389186,0.0001965647,0.00002108902,0.00005297911],"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":[0.00002111264,0.00002663434,0.0002271174,0.000006659387,0.000003049549,0.000001487304,0.00009923568,0.00001026406,0.9967821,0.001123698,0.0002033745,0.001495299],"study_design_scores_gemma":[0.0002631853,0.00005524836,0.00006878066,0.00001676156,0.000006703928,0.000004405075,0.0001953712,0.0002236304,0.9929822,0.0000926881,0.005932592,0.0001583972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98677,0.0001793356,0.01236846,0.0001420401,0.0001176353,0.0001285174,0.00001122932,0.00005083855,0.0002319489],"genre_scores_gemma":[0.9950277,0.000003355781,0.003482621,0.0003287358,0.00005866591,0.00007074994,0.00001820755,0.00002119818,0.0009887827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008885844,"threshold_uncertainty_score":0.4732538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490711296721961,"score_gpt":0.2513595035877348,"score_spread":0.2364523906205152,"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."}}