{"id":"W7039517150","doi":"","title":"Modjeska (Canada 96058)","year":2017,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Shore; Sound (geography); Deck; Coronation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004046315,0.0008956707,0.0005997753,0.001738829,0.005020369,0.004513037,0.001214139,0.00149266,0.7702985],"category_scores_gemma":[0.001129761,0.0004197982,0.0004109958,0.001830831,0.0009059229,0.001364192,0.001951297,0.001372177,0.4852795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005790919,"about_ca_system_score_gemma":0.01232949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2726164,"about_ca_topic_score_gemma":0.6357634,"domain_scores_codex":[0.9994323,0.00002030369,0.00001644171,0.0001509758,0.0002421556,0.0001377322],"domain_scores_gemma":[0.9988686,0.00006554826,0.00003986014,0.00007127836,0.0005209351,0.0004336597],"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":[0.0001593563,0.00008797829,0.001560103,0.0001956584,0.00001106613,0.0004293847,0.0001784365,0.0002381091,0.001084799,0.01199634,0.7748932,0.2091657],"study_design_scores_gemma":[0.000006358698,0.000009587155,0.001090719,0.00005419458,0.000002917338,0.00009656882,0.00008405757,0.00007595837,0.0002076857,0.0004989295,0.9978678,0.000005174004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001526888,0.001408253,0.0005684856,0.001376702,0.0004339406,0.00004271492,0.005191205,0.0006321798,0.9888198],"genre_scores_gemma":[0.002675655,0.0004907369,0.0002596973,0.0002291398,0.00002465013,0.000009517829,0.00150638,0.0001810123,0.9946233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2726164,"threshold_uncertainty_score":0.5420592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006537806006570912,"score_gpt":0.2017794578441693,"score_spread":0.1952416518375984,"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."}}