{"id":"W4243554509","doi":"10.32920/ryerson.14657034","title":"Public Participation in Nuclear Waste Management : a Comparative Analysis of the Swedish and Canadian Processes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Occupational Cancer Research Centre","funders":"Natural Resources Canada; International Atomic Energy Agency","keywords":"Public administration; Operations research; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003980123,0.00008030901,0.000219612,0.0003829257,0.0001701185,0.0002113181,0.000224844,0.00005532797,0.0007537222],"category_scores_gemma":[0.0000435639,0.00006471138,0.00006195774,0.001342829,0.0001388187,0.0000923964,0.0002749403,0.00009853276,0.000001740722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821634,"about_ca_system_score_gemma":0.0002564471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3448993,"about_ca_topic_score_gemma":0.9890353,"domain_scores_codex":[0.9988979,0.0002044375,0.0002055952,0.0002400452,0.0002705339,0.0001815403],"domain_scores_gemma":[0.999454,0.00001751452,0.0001020028,0.0001922618,0.0001326152,0.0001015567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001249924,0.0004946037,0.1382333,0.0007891763,0.003463851,0.00001289175,0.626462,0.01154719,0.000004146457,0.1967657,0.006457449,0.01575715],"study_design_scores_gemma":[0.0001729803,0.000007632461,0.6263112,0.000110067,0.0008866023,2.129664e-8,0.3232553,0.004856107,0.000003230055,0.0005276866,0.04361434,0.0002548835],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.779609,0.00005014946,0.00003989806,0.005412036,0.0001065965,0.0005272463,0.000007424943,0.00001387875,0.2142338],"genre_scores_gemma":[0.9975241,0.0006045008,0.000110927,0.0002608489,0.00001193454,0.00004794104,0.0000168463,0.000002570619,0.001420289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.644136,"threshold_uncertainty_score":0.825273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008017514103395,"score_gpt":0.3583946245486559,"score_spread":0.2575928731383164,"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."}}