{"id":"W4234715281","doi":"10.24908/iqurcp.8982","title":"A Waste of Space -Solutions to Ontario's Landfill Problems","year":2016,"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":"Waste management; Environmental planning; Engineering; Business; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007305397,0.000228118,0.0003487717,0.0004466925,0.0002028839,0.00009223577,0.0003863442,0.0001067431,0.00005159617],"category_scores_gemma":[0.0002085425,0.00016576,0.00007560894,0.0006235348,0.0004207794,0.0004353574,0.0002655484,0.0003825008,0.0001382233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594531,"about_ca_system_score_gemma":0.0001670454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002846039,"about_ca_topic_score_gemma":0.003124109,"domain_scores_codex":[0.9976895,0.00002818867,0.0002934327,0.000374829,0.0007104072,0.0009036324],"domain_scores_gemma":[0.9984925,0.0001599838,0.00004049925,0.0002026302,0.0008272686,0.000277054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002582649,0.0003693123,0.01889736,0.00135011,0.0008730396,0.00001916755,0.04976352,0.0003207165,0.5525308,0.1753131,0.1776378,0.02266678],"study_design_scores_gemma":[0.007309628,0.004805186,0.02769222,0.009426767,0.0002131143,0.0001234636,0.02632408,0.004751318,0.2248441,0.2333679,0.4561135,0.00502875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899479,0.0001481096,0.01054026,0.04379336,0.0004823629,0.001463505,0.00003687665,0.0006235972,0.04343295],"genre_scores_gemma":[0.995549,0.0004391574,0.0005082158,0.00001137052,0.0001223782,0.0001050085,8.542392e-7,0.0000456039,0.003218476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276867,"threshold_uncertainty_score":0.6759496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0922171701754414,"score_gpt":0.3108711780570456,"score_spread":0.2186540078816042,"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."}}