{"id":"W7009220501","doi":"","title":"Development of a Resuspension Technique for Heavy Metal Remediation of a Shallow Contaminated Harbour","year":2024,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erosion; Sediment; Pollution; Natural (archaeology); Water pollution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582462,0.0006284575,0.0003867342,0.0005321806,0.0004367272,0.0004572632,0.0005328945,0.0004305762,0.0006149532],"category_scores_gemma":[0.0002923746,0.0002699636,0.0004886141,0.0004013601,0.0003028608,0.0003000451,0.000423432,0.0005229925,0.0005660647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318194,"about_ca_system_score_gemma":0.0008461162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171493,"about_ca_topic_score_gemma":0.01808505,"domain_scores_codex":[0.9997171,0.00002758432,0.00003011182,0.00006563773,0.0001249027,0.00003464127],"domain_scores_gemma":[0.9998161,0.00002190777,0.00003483504,0.00002476819,0.0000775954,0.00002485418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002019459,0.00003546841,0.0005052096,0.00005137416,0.000005917036,0.00006000757,0.00002235687,0.0001277629,0.9909915,0.00002537797,0.00003708931,0.008117793],"study_design_scores_gemma":[0.00001487012,0.0006293444,0.01067579,0.00001095599,0.00005367635,0.0003231869,0.0000663586,0.002529966,0.9813231,0.00002623109,0.004319971,0.00002648275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.871023,0.001454417,0.1235445,0.0003374515,0.0001234361,0.0006392126,0.0005367934,0.0005792453,0.00176199],"genre_scores_gemma":[0.7955366,0.002493972,0.1922358,0.0001710323,0.00003924529,0.0003187445,0.001298822,0.00006653913,0.00783931],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01171493,"threshold_uncertainty_score":0.0232935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716106350336536,"score_gpt":0.284384605287359,"score_spread":0.2572235417839936,"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."}}