{"id":"W4380894174","doi":"10.1016/j.cor.2023.106313","title":"A three-phase matheuristic algorithm for the multi-day task assignment problem","year":2023,"lang":"en","type":"article","venue":"Computers & Operations Research","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tabu search; Mathematical optimization; Algorithm; Heuristic; Computer science; Local optimum; Task (project management); Function (biology); Local search (optimization); Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009463595,0.0005963893,0.0007655917,0.0005800204,0.0008281264,0.0008886234,0.001853597,0.001453824,0.006999138],"category_scores_gemma":[0.002206499,0.0004215837,0.0006056718,0.0006659501,0.0006060717,0.0009898032,0.001465451,0.001040232,0.0009337704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093424,"about_ca_system_score_gemma":0.002630335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006925012,"about_ca_topic_score_gemma":0.008153105,"domain_scores_codex":[0.9996381,0.0001056825,0.00001572344,0.00005461769,0.0001263586,0.00005955236],"domain_scores_gemma":[0.9994722,0.0002853575,0.00003672202,0.00004161745,0.0001121682,0.00005203243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003089378,0.0001770413,0.0003691716,0.00008673929,0.00003349645,0.0000538783,0.00008847791,0.8105157,0.003157745,0.02089499,0.003485124,0.1608288],"study_design_scores_gemma":[0.00006481359,0.00004338074,0.00005275648,0.000003918733,0.000004594646,0.00001483102,0.000007648537,0.9948844,0.0002903891,0.003785923,0.0008418114,0.000005391805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0107605,0.00006586571,0.9833376,0.0002180683,0.00006151567,0.0001076855,0.00004455754,0.0004162515,0.004987907],"genre_scores_gemma":[0.2031906,0.00009345114,0.7902724,0.0002365158,0.00005058986,0.0003975342,0.0001556923,0.0001371089,0.005466181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006999138,"threshold_uncertainty_score":0.02341443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08590262884396564,"score_gpt":0.3747829198436635,"score_spread":0.2888802909996978,"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."}}