{"id":"W2236738218","doi":"10.6084/m9.figshare.1285615.v1","title":"Group multiscale functional template generated with BASC on the Cambridge sample","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Group (periodic table); Computer science; Mathematics; Artificial intelligence; Psychology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001267379,0.001440664,0.001110369,0.002699626,0.0005517246,0.001534755,0.001620146,0.001247643,0.1612376],"category_scores_gemma":[0.008667779,0.0005874592,0.001381997,0.002188697,0.0003628505,0.001007683,0.00173006,0.001236769,0.06370774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007636313,"about_ca_system_score_gemma":0.001194265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067574,"about_ca_topic_score_gemma":0.01779497,"domain_scores_codex":[0.9995254,0.00004900269,0.00003508202,0.0002226439,0.0001197897,0.00004820145],"domain_scores_gemma":[0.9984652,0.0004697465,0.00005014243,0.0004101921,0.0005456893,0.00005910792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003036668,0.00004594137,0.001110239,0.000508995,0.0001192793,0.0002205074,0.0002839503,0.002957967,0.008538998,0.007364513,0.8312581,0.1472878],"study_design_scores_gemma":[0.0005224036,0.0002110832,0.02500981,0.0003510682,0.0003352354,0.001486971,0.0004203719,0.1109572,0.02349348,0.04506036,0.7918257,0.000326358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02427481,0.0007779584,0.4250396,0.001108794,0.00156715,0.001081049,0.385181,0.1324389,0.02853081],"genre_scores_gemma":[0.07178705,0.0004638525,0.4085688,0.0005667937,0.0003551168,0.003877329,0.4401662,0.05059502,0.02361989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1612376,"threshold_uncertainty_score":0.5393935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09717695573304166,"score_gpt":0.2426243096982732,"score_spread":0.1454473539652316,"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."}}