{"id":"W3117426856","doi":"10.25316/ir-14512","title":"Assessment of heavy metals concentrations in sediment and soil samples at Royal Roads/Hatley Park, Colwood, BC","year":2020,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Roads University","keywords":"Heavy metals; Sediment; Environmental science; Environmental chemistry; Hydrology (agriculture); Geology; Geotechnical engineering; Chemistry; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003428959,0.0002886499,0.0001776403,0.001771366,0.00308643,0.001294157,0.001013714,0.0003213094,0.003060052],"category_scores_gemma":[0.0006895238,0.0003339932,0.0001231623,0.001874063,0.0005706085,0.0003156424,0.0005592976,0.0003850675,0.0007259937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004703877,"about_ca_system_score_gemma":0.005074755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.741221,"about_ca_topic_score_gemma":0.95803,"domain_scores_codex":[0.9990023,0.00006136656,0.00003076458,0.0001516614,0.0006252958,0.0001286167],"domain_scores_gemma":[0.998668,0.00006007784,0.000150047,0.00003930776,0.0009254891,0.0001571386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004544324,0.0003271292,0.8104978,0.0003383918,0.0001070472,0.003459545,0.004457827,0.0006272724,0.07725543,0.0003329813,0.00677181,0.09537028],"study_design_scores_gemma":[0.0000148984,0.0001371251,0.9785143,0.00003998098,0.00002003315,0.0004994767,0.004506757,0.0004029361,0.007987089,0.00004983378,0.007809576,0.00001803036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977396,0.000309298,0.0007360954,0.000143673,0.00001303941,0.0001657489,0.001421061,0.00005518075,0.01975979],"genre_scores_gemma":[0.9726466,0.0004954832,0.005855173,0.0001372222,0.000008117396,0.00007279028,0.00131297,0.00004512713,0.01942647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258779,"threshold_uncertainty_score":0.5206059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133148027125496,"score_gpt":0.1989307523623958,"score_spread":0.1875992720911408,"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."}}