{"id":"W6911994253","doi":"10.5281/zenodo.15226095","title":"Example Production Schedule","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Resource-Constrained Project Scheduling","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schedule; Production (economics); Production schedule; Publishing; Scheduling (production processes); Information system","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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004358117,0.0001463876,0.0001946204,0.0007734105,0.002638157,0.001926792,0.001881235,0.00007924742,0.01150494],"category_scores_gemma":[0.01259055,0.0001347843,0.00008073723,0.002434313,0.0002642844,0.0004430201,0.001298365,0.0003292619,0.01188813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270729,"about_ca_system_score_gemma":0.00001273362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767539,"about_ca_topic_score_gemma":4.995689e-7,"domain_scores_codex":[0.9966851,0.0006755602,0.0005089862,0.0007943335,0.0009414606,0.00039458],"domain_scores_gemma":[0.9973501,0.0001520098,0.000162099,0.0009961554,0.001205389,0.0001342236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000989244,0.0001644486,0.00006157991,0.00003130322,0.00005269215,0.000008335259,0.001831878,0.0005722539,0.02138697,0.02968923,0.3493526,0.5967498],"study_design_scores_gemma":[0.000285189,0.00006415297,0.000710246,0.00002696015,0.00000861143,0.00005057133,0.00124326,0.0007026882,0.004087494,0.003904791,0.9887771,0.0001389055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2061405,0.0001820156,0.06910026,0.007150706,0.0008042242,0.001131599,0.00007081291,0.001751368,0.7136685],"genre_scores_gemma":[0.9861121,0.00001703426,0.002850639,0.0002742812,0.0002189856,7.556545e-8,0.0001891204,0.0005632761,0.00977454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7799715,"threshold_uncertainty_score":0.9991093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408819898246668,"score_gpt":0.3508912300736678,"score_spread":0.2100092402490011,"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."}}