{"id":"W2763341337","doi":"10.1002/cjs.11479","title":"Distance‐based depths for directional data","year":2018,"lang":"en","type":"preprint","venue":"Canadian Journal of Statistics","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SPHERES; Robustness (evolution); Unit sphere; Unit circle; Algorithm; Computer science; Great circle; Mathematics; Geometry; Combinatorics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005639897,0.001152309,0.001330633,0.002616945,0.0006723903,0.002067449,0.002572125,0.001938196,0.003746962],"category_scores_gemma":[0.05076443,0.0007583849,0.001151648,0.0024745,0.002457843,0.008180811,0.00666513,0.003804476,0.0009751697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907636,"about_ca_system_score_gemma":0.001486318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790956,"about_ca_topic_score_gemma":0.00234182,"domain_scores_codex":[0.9962763,0.001521463,0.000312185,0.0005963464,0.001000727,0.0002929514],"domain_scores_gemma":[0.9781462,0.01361942,0.002552342,0.00266499,0.002195518,0.0008215434],"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":[0.0004547756,0.0001097532,0.008220494,0.0006517101,0.0001096182,0.0001951723,0.0005319186,0.3277492,0.006577703,0.4472699,0.005536641,0.2025931],"study_design_scores_gemma":[0.00004045162,0.0002065142,0.002242126,0.0001033272,0.00002193886,0.0002621006,0.0001358713,0.7315447,0.003152828,0.2562,0.006015697,0.00007446949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02127689,0.0005110684,0.9758873,0.0003985386,0.00004224675,0.00006458369,0.0004952935,0.0002200679,0.001104035],"genre_scores_gemma":[0.4922878,0.001387651,0.4988482,0.0004952004,0.0002545669,0.0004787608,0.002035307,0.0003067427,0.003905766],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005639897,"threshold_uncertainty_score":0.029827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3759183052760403,"score_gpt":0.4484494018835265,"score_spread":0.07253109660748619,"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."}}