{"id":"W3161012488","doi":"10.37193/cjm.2012.01.04","title":"New models of the generalized fixed-charge network design problem","year":2012,"lang":"en","type":"article","venue":"Carpathian Journal of Mathematics","topic":"Smart Parking Systems Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Fixed charge; Integer programming; Mathematical optimization; Integer (computer science); Network planning and design; Class (philosophy); Charge (physics); Computer science; Mathematics; Artificial intelligence; Computer network; Physics","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":[0.001337151,0.001345682,0.001036027,0.0007180776,0.0005172922,0.002155702,0.003234478,0.002846224,0.009950313],"category_scores_gemma":[0.003331787,0.0006081641,0.001081639,0.001345145,0.001402482,0.003051657,0.001428419,0.002446618,0.0007031594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946684,"about_ca_system_score_gemma":0.001179638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783688,"about_ca_topic_score_gemma":0.005252903,"domain_scores_codex":[0.9989581,0.0004577289,0.00002805661,0.0001996738,0.0002082261,0.0001481215],"domain_scores_gemma":[0.9988019,0.0006448106,0.0001645986,0.00009401307,0.000169203,0.0001255211],"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":[0.00006626363,0.00006047498,0.0001898327,0.00007459897,0.00002101523,0.0001840932,0.00004728099,0.8342167,0.0003779095,0.1560133,0.00296814,0.00578042],"study_design_scores_gemma":[0.00003573568,0.00002721964,0.00005972451,0.000007288115,0.000006708149,0.00004524053,0.00002068402,0.9420472,0.00008306181,0.05513791,0.002520435,0.000008917518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06169002,0.000887108,0.8988766,0.001792258,0.0003255305,0.0002294326,0.0006512023,0.0002104581,0.03533735],"genre_scores_gemma":[0.7807319,0.001242556,0.1726708,0.0005924787,0.000289339,0.000598054,0.0007530529,0.0001177629,0.04300406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009950313,"threshold_uncertainty_score":0.03328711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05631724180434984,"score_gpt":0.2529357378519956,"score_spread":0.1966184960476458,"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."}}