{"id":"W38648097","doi":"10.2196/53241","title":"Nobelprize.org eductaional material","year":2011,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Tensor decomposition and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465464,0.0008153555,0.0005353336,0.001675642,0.000711786,0.002485973,0.001222947,0.001588119,0.8205931],"category_scores_gemma":[0.004550585,0.0003109192,0.00039571,0.00102665,0.0006136365,0.001346782,0.002110942,0.001587091,0.6062109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969821,"about_ca_system_score_gemma":0.001240702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006592702,"about_ca_topic_score_gemma":0.001412495,"domain_scores_codex":[0.9994801,0.00009674605,0.00002648808,0.00009927484,0.0002246133,0.00007283509],"domain_scores_gemma":[0.9975548,0.0005953811,0.0001354571,0.0004071142,0.0003562606,0.00095096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047799,0.0001201351,0.0002882203,0.0002677837,0.00001058499,0.000175713,0.00005305058,0.0002167906,0.0007436124,0.01026744,0.6798643,0.3077876],"study_design_scores_gemma":[0.00002129708,0.0000240528,0.0001481651,0.00008811987,0.000003835239,0.000125883,0.00001889857,0.0001112265,0.0003832653,0.003244229,0.9958264,0.000004654091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002235262,0.008570706,0.01044903,0.02799242,0.01388775,0.0002381913,0.01361928,0.004733624,0.9182736],"genre_scores_gemma":[0.0115499,0.004312676,0.003741444,0.003943983,0.001778119,0.0001475394,0.005599883,0.0008812231,0.9680453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8205931,"threshold_uncertainty_score":0.2559022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2483714833617141,"score_gpt":0.4781240633018735,"score_spread":0.2297525799401594,"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."}}