{"id":"W4413834882","doi":"10.24908/iqurcp19108","title":"Navigating Net Zero: Finding Safe Storage for Nuclear Waste in Ontario","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zero (linguistics); Net (polyhedron); Environmental science; Waste management; Radioactive waste; Zero waste; Safety net; Business; Engineering; Mathematics; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001144589,0.0003091682,0.0004549244,0.0003568474,0.0005009261,0.0004229805,0.0004925263,0.0001935804,0.00002100761],"category_scores_gemma":[0.00026296,0.0003240318,0.00009838528,0.0007688716,0.0003251969,0.0005987076,0.0002772575,0.001773862,0.00002863878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116653,"about_ca_system_score_gemma":0.00019104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005286045,"about_ca_topic_score_gemma":0.003592171,"domain_scores_codex":[0.9974475,0.00003581564,0.0004206118,0.0005284949,0.000494862,0.00107274],"domain_scores_gemma":[0.9989254,0.0003022977,0.0000490567,0.0001776247,0.0004068616,0.0001387368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009154397,0.0006865622,0.0389446,0.006449643,0.001619871,0.0001168708,0.1356765,0.005154756,0.08666608,0.4346254,0.17762,0.1115243],"study_design_scores_gemma":[0.01002764,0.00158097,0.02321733,0.01377137,0.000186006,0.0000430272,0.09300578,0.2513191,0.01759008,0.3449932,0.2395786,0.004686846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703205,0.0001357186,0.002870467,0.006575605,0.0005730605,0.001177274,0.000007915928,0.0003867083,0.01795272],"genre_scores_gemma":[0.997444,0.0002190312,0.0009397912,0.00004775117,0.00009058694,0.0001108489,0.000006343399,0.00006872418,0.001072931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461644,"threshold_uncertainty_score":0.9999212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0726084801139854,"score_gpt":0.3480940029830132,"score_spread":0.2754855228690278,"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."}}