{"id":"W2475833652","doi":"10.4171/164-1/10","title":"Some geometries to describe nature","year":2016,"lang":"en","type":"book-chapter","venue":"EMS Press eBooks","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fractal; Range (aeronautics); Development (topology); Computer science; Geometry; Mathematics; Engineering; Mathematical analysis","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":[0.000679341,0.001186308,0.0004268304,0.001478896,0.001272195,0.002121519,0.0006340406,0.0009863751,0.00787547],"category_scores_gemma":[0.00130848,0.0002615661,0.0007189915,0.001008219,0.005062148,0.004846454,0.001434376,0.002548297,0.00349072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671921,"about_ca_system_score_gemma":0.0005647148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316223,"about_ca_topic_score_gemma":0.001052372,"domain_scores_codex":[0.9994662,0.0002067013,0.00003266145,0.0001013001,0.0001522311,0.00004083258],"domain_scores_gemma":[0.9996583,0.0001437074,0.00002370023,0.00006136658,0.00008066332,0.00003216936],"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":[0.000002009762,0.00000175198,0.00001435531,0.00002232592,0.000001092802,0.00001355183,0.0001133033,0.0002219531,0.0001156436,0.989899,0.004443627,0.005151347],"study_design_scores_gemma":[0.000002668737,0.00001107186,0.00006945716,0.00004357317,0.000002065504,0.0001064024,0.0000771319,0.0006269855,0.0001153114,0.7863603,0.212578,0.000007034942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008302039,0.08139264,0.1522529,0.01341037,0.004943392,0.00007585547,0.0007496487,0.0003198614,0.7385533],"genre_scores_gemma":[0.3960008,0.09319008,0.1989461,0.01012662,0.007760489,0.0004871378,0.001730603,0.0007809416,0.2909771],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00787547,"threshold_uncertainty_score":0.02634609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070911928378345,"score_gpt":0.2940203451299864,"score_spread":0.2231084167516414,"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."}}