{"id":"W2399208406","doi":"10.4153/cmb-2015-064-8","title":"Positive Solutions for the Generalized Nonlinear Logistic Equations","year":2015,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Nonlinear system; Truncation (statistics); Type (biology); Logistic function; Parametric statistics; Bifurcation; Set (abstract data type); Operator (biology); Mathematical analysis; Applied mathematics; Differential operator; Pure mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009129684,0.0002091886,0.000287486,0.0001118357,0.0005647115,0.00011675,0.0003534107,0.0001247091,0.003020549],"category_scores_gemma":[0.01195293,0.0001569478,0.0001715482,0.0001992748,0.0002213643,0.00003147874,0.00005831581,0.0001824884,0.004602096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675662,"about_ca_system_score_gemma":0.000643063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304876,"about_ca_topic_score_gemma":0.007739091,"domain_scores_codex":[0.9981802,0.0001269108,0.0004631773,0.000247702,0.0002864464,0.0006956324],"domain_scores_gemma":[0.9947577,0.003529009,0.0001013297,0.0005042956,0.0003978523,0.0007098776],"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":[0.00001069653,0.00009597606,0.00000108162,0.0000266465,0.00006782403,0.000003561974,0.0003416619,0.0001080509,0.00002177709,0.9432155,0.05585437,0.0002528245],"study_design_scores_gemma":[0.0008542824,0.00008767807,0.00001174985,0.00005933433,0.0003051833,0.00001418686,0.0003797188,0.1068956,0.00006489423,0.8324772,0.05852105,0.0003291437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001824975,0.00009696209,0.9507895,0.03652802,0.0002817691,0.001712066,0.0006456486,0.0001187801,0.008002343],"genre_scores_gemma":[0.6317687,0.00001071207,0.3350565,0.004516181,0.002311068,0.002094228,0.0005979742,0.0003031633,0.0233415],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6299437,"threshold_uncertainty_score":0.9978908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2088327556173807,"score_gpt":0.3522817903948715,"score_spread":0.1434490347774907,"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."}}