{"id":"W7018163589","doi":"","title":"Control of domain patterns in square shaped nickel rings","year":2003,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University; National Science Foundation","keywords":"Square (algebra); Magnetic domain; Magnetic field; Domain (mathematical analysis); Magnetic force microscope; Permalloy; Orientation (vector space); Plane (geometry); Nickel","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034034,0.0001292217,0.0001630236,0.00009646067,0.0002333921,0.0004238563,0.0003545548,0.0001348591,0.001380846],"category_scores_gemma":[0.0003794949,0.0001900647,0.00007085164,0.0001139649,0.0003249893,0.0002188718,0.0002069041,0.000213837,0.0003363254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234735,"about_ca_system_score_gemma":0.0002165381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004304672,"about_ca_topic_score_gemma":0.001141874,"domain_scores_codex":[0.9999208,0.000008768646,0.000004888927,0.00002375545,0.00002211702,0.0000195636],"domain_scores_gemma":[0.9997261,0.00005795557,0.00008511876,0.00004032176,0.00003455095,0.00005590584],"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":[0.0002283699,0.00005439024,0.0003384558,0.000111412,0.000008531791,0.0001062663,0.0001144749,0.003296253,0.9858369,0.003338268,0.0005512703,0.006015472],"study_design_scores_gemma":[0.0001438738,0.0002636168,0.001998305,0.00001159467,0.000009949257,0.0001387975,0.0001238849,0.04561913,0.9435977,0.0009357862,0.007128213,0.00002929444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860889,0.0003520734,0.006051761,0.0001424492,0.00008204924,0.00002368028,0.00008527972,0.0002014005,0.006972426],"genre_scores_gemma":[0.9941939,0.0001509809,0.003501209,0.00002489795,0.000008421256,0.00001671585,0.00004229955,0.00002556648,0.002036051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380846,"threshold_uncertainty_score":0.00461942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134916718914002,"score_gpt":0.2240824660864806,"score_spread":0.2169475493675666,"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."}}