{"id":"W4386093775","doi":"10.1007/978-3-031-41724-5_11","title":"Non-principal Branches of Lambert W. A Tale of 2 Circles","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Sports Dynamics and Biomechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Domain (mathematical analysis); Convergence (economics); Lambert W function; Function (biology); Asymptotic expansion; Principal (computer security); Mathematics; Series (stratigraphy); Mathematical analysis; Range (aeronautics); Computer science","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":[0.0005204428,0.0004253146,0.0003859653,0.001057281,0.001906608,0.002149695,0.0004790942,0.001620699,0.01282591],"category_scores_gemma":[0.002886813,0.0004089863,0.0003595988,0.0009176876,0.002627292,0.005068597,0.001284999,0.002563879,0.004912074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009703786,"about_ca_system_score_gemma":0.0004485199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063405,"about_ca_topic_score_gemma":0.001037607,"domain_scores_codex":[0.999668,0.00008931512,0.00001061971,0.00008907711,0.00009211496,0.00005093261],"domain_scores_gemma":[0.9993967,0.0002725038,0.00003495984,0.00007724815,0.0001512357,0.0000674973],"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":[0.00003105669,0.000004184854,0.00005147727,0.00001829737,0.000002832819,0.00006106813,0.0003016585,0.0002280049,0.0002135573,0.9445132,0.03117041,0.02340431],"study_design_scores_gemma":[0.000006156359,0.000008583707,0.00007108034,0.00002875144,0.000002683314,0.0001568428,0.0001002174,0.0006084644,0.0002041652,0.846249,0.152557,0.000007099461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0232742,0.0341533,0.09125901,0.02877961,0.004838084,0.00004521827,0.0001702277,0.0003024926,0.8171778],"genre_scores_gemma":[0.4765865,0.01473804,0.0503433,0.005225281,0.004075262,0.0000930793,0.0002091013,0.0006097474,0.4481198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01282591,"threshold_uncertainty_score":0.04290694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009536441439214094,"score_gpt":0.208360417024423,"score_spread":0.1988239755852089,"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."}}