{"id":"W2953285617","doi":"10.1002/chin.201225229","title":"ChemInform Abstract: Emergent Magnetic Monopoles, Disorder, and Avalanches in Artificial Kagome Spin Ice (Invited)","year":2012,"lang":"en","type":"article","venue":"ChemInform","topic":"Advanced Condensed Matter Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Chemistry; Spin ice; Spin (aerodynamics); Condensed matter physics; Magnetic monopole; Astrobiology; Physics; Quantum mechanics; Thermodynamics","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":[0.0006524925,0.0008432709,0.0007691543,0.00101052,0.0008475003,0.001671135,0.001058987,0.00222976,0.02123406],"category_scores_gemma":[0.00117431,0.0003592798,0.0002994539,0.001198613,0.001074004,0.00214429,0.001249333,0.003390679,0.01042889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629648,"about_ca_system_score_gemma":0.001100399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698973,"about_ca_topic_score_gemma":0.003116405,"domain_scores_codex":[0.9997904,0.0000197764,0.000009120063,0.00004447828,0.0001023409,0.00003386841],"domain_scores_gemma":[0.9992639,0.0002054572,0.00004804599,0.00002265644,0.0003420498,0.000117924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001055753,0.00003136493,0.00009538804,0.003445835,0.0000439043,0.000103205,0.00003632405,0.0004772027,0.002025992,0.01764468,0.8852074,0.09078318],"study_design_scores_gemma":[0.00003040837,0.00002996292,0.0003193915,0.0004511826,0.00003613715,0.0001157883,0.00003901154,0.0002185868,0.002261581,0.007536881,0.9889383,0.00002277655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00168416,0.8449007,0.001348623,0.04081991,0.0666019,0.00005039466,0.0006440433,0.0002801201,0.04367025],"genre_scores_gemma":[0.01987128,0.8573174,0.0009205547,0.01858088,0.05025585,0.00008761326,0.0009833565,0.00009140118,0.05189167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02123406,"threshold_uncertainty_score":0.07103503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213001675384615,"score_gpt":0.2440913897311562,"score_spread":0.23196137297731,"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."}}