{"id":"W2518380139","doi":"10.1039/c6nr04356a","title":"Negative dissipation gradients in hysteretic materials","year":2016,"lang":"en","type":"article","venue":"Nanoscale","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dissipation; Materials science; Hysteresis; Mechanics; Condensed matter physics; Physics; 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":[0.0001297879,0.0002361559,0.0001525999,0.000385727,0.0002858077,0.000611906,0.0003424937,0.0002502622,0.003365838],"category_scores_gemma":[0.0006864726,0.0001892284,0.00004068247,0.0001401141,0.0009197614,0.0005221808,0.0002816399,0.0003449999,0.0004098385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306964,"about_ca_system_score_gemma":0.0001126585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162346,"about_ca_topic_score_gemma":0.0001902353,"domain_scores_codex":[0.9999257,0.000009043723,0.000003421133,0.00001622497,0.0000303834,0.00001515241],"domain_scores_gemma":[0.9997674,0.00008861941,0.00005335224,0.00002974182,0.00003549801,0.00002536467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002060073,0.00008404344,0.000725859,0.0003357185,0.000009669627,0.0004673285,0.0002877658,0.004482372,0.8781427,0.09832132,0.00172845,0.0152088],"study_design_scores_gemma":[0.0001603326,0.0005188687,0.01524103,0.00009806152,0.00002913307,0.001608388,0.0003124436,0.1221291,0.709078,0.1189038,0.03179416,0.0001266741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967172,0.003856195,0.04677968,0.001399018,0.000272386,0.00007716638,0.0002028638,0.001076924,0.04961859],"genre_scores_gemma":[0.9932555,0.0002893225,0.002385759,0.00007248939,0.00002720292,0.00002615209,0.00004086439,0.00004704863,0.003855604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003365838,"threshold_uncertainty_score":0.01125985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008037649809911932,"score_gpt":0.2653157824160162,"score_spread":0.2572781326061042,"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."}}