{"id":"W4296499350","doi":"10.4000/geocarrefour.17520","title":"Myra J. Hird, Canada's Waste Flows","year":2022,"lang":"en","type":"article","venue":"Géocarrefour","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736179,0.00008587828,0.0001098248,0.00002292439,0.0009821723,0.00003709996,0.0004075736,0.00003021881,0.001952656],"category_scores_gemma":[0.000037206,0.00008333552,0.00004585199,0.0002261173,0.00004164513,0.0001085554,0.0001207168,0.0002209918,0.00001713684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552799,"about_ca_system_score_gemma":0.001081614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.818275,"about_ca_topic_score_gemma":0.8730566,"domain_scores_codex":[0.9984937,0.000121127,0.0001211025,0.0001826552,0.0007113099,0.0003701591],"domain_scores_gemma":[0.9995989,0.00001733012,0.0000628687,0.0001788294,0.00003055404,0.0001115054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000235635,0.0000212378,0.009871619,0.000007816066,0.00003393775,0.0001597118,0.01028538,0.001616512,0.0003168289,0.0124091,0.9521191,0.01313521],"study_design_scores_gemma":[0.000129949,0.00001644064,0.00221831,0.000002072412,0.000004848488,0.000003255282,0.00831505,0.00004091071,0.00008964018,0.0007807946,0.9882683,0.0001304732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886495,0.0002832065,0.00001520105,0.01156592,0.004723684,0.0002126012,0.0001070984,0.00009005021,0.09435274],"genre_scores_gemma":[0.9845768,0.00001926285,0.0000659852,0.00167561,0.0006951891,0.00002275093,0.000009917481,0.00001138809,0.01292314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09592725,"threshold_uncertainty_score":0.9989597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006747448244323728,"score_gpt":0.2148151964089146,"score_spread":0.2080677481645909,"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."}}