{"id":"W1987629881","doi":"10.5539/jmr.v6n3p51","title":"The Grey Modeling Method of Wave Development Coefficient","year":2014,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Sequence (biology); Value (mathematics); Development (topology); Algorithm; Applied mathematics; Statistics; Mathematical analysis","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1136143,0.00008473277,0.0003639388,0.0004722244,0.0004318111,0.0002340776,0.001591741,0.00005273874,0.0000465412],"category_scores_gemma":[0.01961923,0.0000426036,0.0001286056,0.000821872,0.0001417725,0.00009243407,0.0002818669,0.0003829413,0.0001212412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008395477,"about_ca_system_score_gemma":0.0003219864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001829251,"about_ca_topic_score_gemma":0.000005638055,"domain_scores_codex":[0.9911404,0.001498736,0.001999861,0.0001575556,0.004892537,0.0003108699],"domain_scores_gemma":[0.9779882,0.01562944,0.0008526395,0.0007691695,0.004614148,0.0001463329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001363648,0.001047207,0.0001130527,0.00020418,0.0002204072,0.000008601665,0.03023634,0.06286017,0.01299351,0.6309417,0.007235608,0.2540028],"study_design_scores_gemma":[0.0002002489,0.00008069365,0.00003528336,0.0001155056,0.000006778912,0.000102001,0.008161984,0.6828563,0.005454106,0.293198,0.009727499,0.00006164164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1136462,0.0000792312,0.8820146,0.0006157294,0.00009397163,0.00020275,7.412282e-7,0.000002931484,0.003343814],"genre_scores_gemma":[0.8195779,0.00000764219,0.1795551,0.000006594141,0.00005396313,0.000008090738,6.734017e-8,0.00001060395,0.0007800143],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7059317,"threshold_uncertainty_score":0.9886389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4980145593102381,"score_gpt":0.5426751772467608,"score_spread":0.04466061793652276,"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."}}