{"id":"W7007906938","doi":"","title":"Ant colony algorithms for minimizing costs in multi-mode resource constrained project scheduling problems with spatial constraints","year":2024,"lang":"en","type":"article","venue":"idUS (Universidad de Sevilla)","topic":"Resource-Constrained Project Scheduling","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensee; Scheduling (production processes); Ant colony optimization algorithms; Resource constraints; Job shop scheduling; Resource (disambiguation); Minification","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":[0.00404697,0.0005989125,0.0008957566,0.002057177,0.0004355839,0.0009837551,0.001117719,0.0004255594,0.000121616],"category_scores_gemma":[0.002050935,0.0005227675,0.0003155117,0.00284575,0.001102154,0.0006605492,0.0002259254,0.0008106696,0.00005219331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007659813,"about_ca_system_score_gemma":0.002040043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006702849,"about_ca_topic_score_gemma":0.001573536,"domain_scores_codex":[0.9940597,0.0004800873,0.001024127,0.001710508,0.001394156,0.001331362],"domain_scores_gemma":[0.9945782,0.003529382,0.0003960841,0.0006954736,0.0004551477,0.000345702],"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":[0.002611549,0.0007133971,0.01900974,0.0008550642,0.001048614,0.005351234,0.06666783,0.06571125,0.02491437,0.008593942,0.002118813,0.8024042],"study_design_scores_gemma":[0.006713219,0.0007175247,0.0007344541,0.001753091,0.0001339291,0.0009414802,0.05838501,0.9098761,0.0009988213,0.0005129806,0.01794794,0.001285464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4938191,0.0008616686,0.4760548,0.002844941,0.0005866982,0.005448419,0.0005857195,0.0007265098,0.01907216],"genre_scores_gemma":[0.8464771,0.0000169903,0.1524007,0.0001729049,0.0001552856,0.00008290116,0.00003734006,0.00008533335,0.0005714102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8441648,"threshold_uncertainty_score":0.9997224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09377337398023551,"score_gpt":0.3850972737496345,"score_spread":0.291323899769399,"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."}}