{"id":"W4396580448","doi":"10.4095/g274824","title":"Dust Monitoring Research at CanmetMINING","year":2022,"lang":"en","type":"report","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740986,0.0008482452,0.0004313954,0.002291173,0.001702505,0.002366726,0.001197663,0.001377233,0.05785675],"category_scores_gemma":[0.00210204,0.0004710453,0.0006092059,0.002420297,0.0006179167,0.001940974,0.001178238,0.001068493,0.01033394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004203917,"about_ca_system_score_gemma":0.008641387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1335996,"about_ca_topic_score_gemma":0.2202779,"domain_scores_codex":[0.9973573,0.000293191,0.0000481096,0.0004222083,0.001459255,0.0004197585],"domain_scores_gemma":[0.9959849,0.0005768868,0.0001231438,0.0004993096,0.001783325,0.001032478],"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":[0.001943961,0.0008793498,0.03253379,0.0005977172,0.00009596923,0.0007491707,0.001377776,0.004425069,0.03333149,0.009798967,0.6738128,0.240454],"study_design_scores_gemma":[0.0001708149,0.0002909231,0.04094314,0.0000855993,0.00003969368,0.0001574203,0.0004704795,0.004987749,0.04386068,0.001798341,0.9071344,0.00006079035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1662278,0.003930193,0.02205181,0.02003387,0.002376281,0.002039428,0.1369743,0.01656269,0.6298036],"genre_scores_gemma":[0.2084247,0.001625187,0.03341845,0.001507141,0.0003760489,0.0005591628,0.07525521,0.004372617,0.6744615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1335996,"threshold_uncertainty_score":0.265644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3843157225262203,"score_gpt":0.4432519709095398,"score_spread":0.05893624838331951,"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."}}