{"id":"W2980230128","doi":"","title":"Torsion and ground state maxima: close but not the same","year":2019,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Banff International Research Station for Mathematical Innovation and Discovery","keywords":"Torsion (gastropod); Maxima; Geometry; Geodesy; Mathematics; Physics; Geology; Art; Biology; Art history","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":[0.001156259,0.0003150294,0.0008978709,0.001260029,0.001722093,0.003200298,0.001226522,0.00219002,0.01098897],"category_scores_gemma":[0.008159482,0.0005711649,0.0004598347,0.0005440952,0.004334888,0.009857961,0.003624772,0.002301963,0.001007468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140808,"about_ca_system_score_gemma":0.0003033156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002664878,"about_ca_topic_score_gemma":0.0002521223,"domain_scores_codex":[0.9994862,0.0001214976,0.00002067941,0.0001283684,0.0001174058,0.0001258131],"domain_scores_gemma":[0.9975938,0.001196709,0.000317625,0.0003722681,0.0001582296,0.0003612437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001251008,0.0000546055,0.0008642948,0.00004799198,0.00001028015,0.0002974054,0.0004147808,0.002839554,0.002833081,0.986352,0.0009509923,0.005209994],"study_design_scores_gemma":[0.00002320851,0.00002797225,0.0006993888,0.0000193923,0.000004303033,0.0002180128,0.000287416,0.01292284,0.001073145,0.9840266,0.0006767649,0.00002105989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491666,0.0009098683,0.06231453,0.004683491,0.0001849165,0.00003735358,0.0001574924,0.0004204046,0.08212528],"genre_scores_gemma":[0.9929899,0.0001378619,0.003625886,0.0001731988,0.00006371373,0.00003099106,0.00005065218,0.00007443223,0.00285345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098897,"threshold_uncertainty_score":0.03676182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063417867592806,"score_gpt":0.178871750995553,"score_spread":0.1698083331279602,"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."}}