{"id":"W2950829919","doi":"10.3390/geosciences9090402","title":"Geographical Considerations in Site Selection for Small Modular Reactors in Saskatchewan","year":2019,"lang":"en","type":"article","venue":"Geosciences","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Site selection; Analytic hierarchy process; Modular design; Standardization; Process (computing); Multiple-criteria decision analysis; Selection (genetic algorithm); Computer science; Operations research; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005929525,0.0001653339,0.0003560001,0.001443095,0.0001720763,0.0005841152,0.0005441101,0.0001329999,0.0004128155],"category_scores_gemma":[0.004535747,0.0001297879,0.0001165341,0.002657589,0.0001652124,0.0006652398,0.0001191551,0.0001957117,0.0001367877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005459496,"about_ca_system_score_gemma":0.0002296867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233628,"about_ca_topic_score_gemma":0.06188268,"domain_scores_codex":[0.9962948,0.0002591902,0.0009042732,0.0009632582,0.00108053,0.0004979359],"domain_scores_gemma":[0.996078,0.002919019,0.0002116021,0.0004325804,0.0002521005,0.0001066861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002426552,0.00008802301,0.9689699,0.000003228874,0.000001615473,0.000003237386,0.001905958,0.002943212,0.01599898,0.001132826,0.0002151562,0.008713533],"study_design_scores_gemma":[0.0009701751,0.0001522605,0.7282348,0.00004433949,0.000003310859,0.00001544228,0.004505437,0.1919741,0.0007343796,0.06808198,0.00494539,0.0003383743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921812,0.0000518514,0.005404759,0.0006468335,0.0007887147,0.0006162568,0.00001696201,0.00003220197,0.0002612115],"genre_scores_gemma":[0.9849705,0.000002969853,0.01413104,0.0002986748,0.00004242384,0.00004325054,0.00000297592,0.000007750593,0.0005004529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407351,"threshold_uncertainty_score":0.9552355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101881232178182,"score_gpt":0.3784850296735483,"score_spread":0.2682969064557301,"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."}}