{"id":"W2056893819","doi":"10.5539/ass.v10n17p292","title":"Methodology Making Management Decisions Based on a Modified Ramsey Model","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Resource-Constrained Project Scheduling","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Function (biology); Probabilistic logic; Computer science; Process (computing); Control (management); Basis (linear algebra); Operations research; Process management; Business; Artificial intelligence; Mathematics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0192797,0.0002274203,0.0003952951,0.000919882,0.001492053,0.0006251131,0.002780798,0.0001373985,0.00008977624],"category_scores_gemma":[0.01115121,0.0001809876,0.0001982658,0.003328999,0.001216243,0.0003386345,0.0004203683,0.0003079318,0.0002085421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514867,"about_ca_system_score_gemma":0.000248187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005904348,"about_ca_topic_score_gemma":0.000006186089,"domain_scores_codex":[0.9932843,0.0008095939,0.0006565551,0.00119463,0.003231932,0.0008229321],"domain_scores_gemma":[0.9955817,0.002754496,0.0003222091,0.0008600834,0.0002628031,0.0002187392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003921746,0.00003676324,0.0000770062,0.000001208052,0.00000373536,0.000005728649,0.001460859,0.009947562,0.0004384085,0.2160518,0.0002822922,0.7716554],"study_design_scores_gemma":[0.0005676968,0.00007327596,0.005590243,0.00003029483,0.00001510905,0.000003717729,0.002420157,0.7483132,0.0002097202,0.2404982,0.001939566,0.0003388335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004432444,0.000001475761,0.5387245,0.001592101,0.0001884429,0.0001855974,0.0000029039,0.00005789729,0.4548146],"genre_scores_gemma":[0.8085517,3.776205e-7,0.1891208,0.001879919,0.0001030655,0.00002227815,5.091794e-7,0.00001226231,0.0003091275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8041192,"threshold_uncertainty_score":0.9998079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3089835468246972,"score_gpt":0.4662142820065225,"score_spread":0.1572307351818253,"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."}}