{"id":"W6901593564","doi":"10.60692/s20sr-3t141","title":"The Magnetic Genome of Two-Dimensional van der Waals Materials","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Magnetism; van der Waals force; Magnonics; Ferromagnetism; Magnet; Spin (aerodynamics)","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":[0.0001890756,0.0001573957,0.0002595039,0.0003961514,0.0004822288,0.001406164,0.0004103078,0.0007109616,0.001734859],"category_scores_gemma":[0.0007227775,0.0002004214,0.0001793033,0.0004293404,0.000777572,0.00130309,0.0005409631,0.0007470962,0.0003823149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085392,"about_ca_system_score_gemma":0.0004778912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005934054,"about_ca_topic_score_gemma":0.0005516935,"domain_scores_codex":[0.9998906,0.00002830635,0.000008686738,0.00001954253,0.00003830182,0.00001461034],"domain_scores_gemma":[0.9998572,0.00007215118,0.00001808394,0.00001434352,0.00002388255,0.00001437291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000712452,0.00002709176,0.0004898148,0.001575381,0.0000385327,0.0004038424,0.0007510798,0.005423744,0.04663565,0.7698392,0.0127139,0.1620306],"study_design_scores_gemma":[0.00002206683,0.0001006531,0.001389174,0.0003288604,0.00004155964,0.0009357774,0.0003265958,0.005861829,0.01777044,0.2896889,0.6834706,0.00006356068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2697574,0.4083575,0.07388693,0.03334721,0.005060829,0.0001198296,0.001868717,0.0007599703,0.2068417],"genre_scores_gemma":[0.7918296,0.1490432,0.03449905,0.004169116,0.001276147,0.0002274614,0.001520315,0.0001377927,0.01729723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001734859,"threshold_uncertainty_score":0.005803645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726418811813841,"score_gpt":0.2614276094406845,"score_spread":0.2241634213225461,"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."}}