{"id":"W2317537083","doi":"10.1103/physrevb.87.014427","title":"Mapping the domain wall pinning profile by stochastic imaging reconstruction","year":2013,"lang":"en","type":"article","venue":"Physical Review B","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Spintronics; Condensed matter physics; Yttrium iron garnet; Materials science; Domain wall (magnetism); Microscopy; Pinning force; Domain (mathematical analysis); Field (mathematics); Yttrium; Magnetic domain; Ferromagnetism; Magnetic field; Physics; Optics; Magnetization; Critical current; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001577736,0.0001655048,0.0002539978,0.00001188562,0.0001549965,0.00007720526,0.0002768903,0.000007383545,0.001695112],"category_scores_gemma":[0.00002513559,0.0001044803,0.0001326359,0.0001301997,0.00009585029,0.0002033843,0.0001039793,0.0002286073,0.0008295187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001895471,"about_ca_system_score_gemma":0.00001887099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002347469,"about_ca_topic_score_gemma":9.267786e-8,"domain_scores_codex":[0.9989974,0.00008342343,0.0002362223,0.0002356431,0.0001680375,0.0002792813],"domain_scores_gemma":[0.999347,0.00006817727,0.0001343453,0.0003224401,0.00005769044,0.00007038602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001711796,0.00009140685,0.0002887592,0.00034403,0.00004891936,1.662527e-7,0.0003169116,0.000007717343,0.01167662,0.004657776,0.08748693,0.8950791],"study_design_scores_gemma":[0.002447491,0.0002643453,0.003341464,0.02037483,0.0005303079,0.00004387898,0.002632206,0.1458555,0.004907225,0.4011372,0.4144487,0.004016835],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140606,0.09665037,0.09397333,0.09891307,0.001690511,0.01269828,0.00008243864,0.0006363357,0.1812951],"genre_scores_gemma":[0.9951892,0.00006766374,0.001202886,0.001714657,0.0004586765,0.0006002563,0.0000222052,0.00003036185,0.0007141118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8910622,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132757799152775,"score_gpt":0.2346647593707106,"score_spread":0.2233371813791828,"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."}}