{"id":"W6983724026","doi":"","title":"NONLINEAR REGRESSION ANALYSIS OF EXPONENTIAL, VON BERTALANFFY AND DYNAMIC CARRYING CAPACITY MODELS FOR CANADA POPULATION","year":2023,"lang":"en","type":"other","venue":"Nazarbayev University Repository (Nazarbayev University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Exponential function; Population model; Function (biology); Residual; Regression analysis; Regression; Log-linear model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002147775,0.0004070072,0.001245604,0.002320707,0.000458561,0.00004079099,0.0004434126,0.0004305606,0.0002023695],"category_scores_gemma":[0.00003067713,0.0005564809,0.0004324573,0.001178695,0.0002048397,0.000324068,0.0002842481,0.0002047089,0.00001806189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491153,"about_ca_system_score_gemma":0.0001408935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4089741,"about_ca_topic_score_gemma":0.3516965,"domain_scores_codex":[0.9978541,0.00004498854,0.0004575733,0.001092131,0.0001265966,0.0004246439],"domain_scores_gemma":[0.9979505,0.000119032,0.001148129,0.0005141409,0.00008472318,0.0001835021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00126834,0.000746556,0.110783,0.002254206,0.03742057,0.0007458125,0.003828269,0.01036337,0.0001990129,0.1554116,0.6762686,0.0007107216],"study_design_scores_gemma":[0.003516536,0.0001539495,0.006011825,0.0005655609,0.004364669,0.000006038465,0.005560969,0.1428079,0.00004289917,0.0004775813,0.833943,0.002549116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07179618,0.001367862,0.008647433,0.0001312966,0.006919615,0.001793246,0.01990135,0.0007284468,0.8887146],"genre_scores_gemma":[0.1024592,0.0007361949,0.0005225231,0.00001163276,0.00007740971,7.959534e-7,0.0003141656,0.0002021379,0.895676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1576744,"threshold_uncertainty_score":0.9996887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005056865260254,"score_gpt":0.1759010508838675,"score_spread":0.155850482231265,"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."}}