{"id":"W2774967033","doi":"","title":"Sediment quality monitoring plan for Quintero Bay","year":2017,"lang":"en","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Sediment; Plan (archaeology); Environmental science; Geology; Geography; Oceanography; Archaeology; Geomorphology","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":[0.001234631,0.0003867003,0.0002207257,0.002392735,0.0008251765,0.001157349,0.000909688,0.0003800142,0.003796316],"category_scores_gemma":[0.001312858,0.0002287321,0.0003451866,0.001894978,0.000255819,0.0005522186,0.0008692328,0.000352742,0.0006328018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912605,"about_ca_system_score_gemma":0.007681514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1647519,"about_ca_topic_score_gemma":0.1750506,"domain_scores_codex":[0.9994237,0.00006068982,0.00008409034,0.0001271682,0.0002191423,0.00008520142],"domain_scores_gemma":[0.9970107,0.00008214006,0.000507956,0.0001257616,0.002078452,0.0001949211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007920925,0.0004836869,0.6824916,0.001526228,0.0001095259,0.001964921,0.002751295,0.01344664,0.05639766,0.002825144,0.02575739,0.2114538],"study_design_scores_gemma":[0.00009957909,0.0003946863,0.9006765,0.0001819274,0.00006656547,0.0002216755,0.002666193,0.007641292,0.006795366,0.0002989737,0.0808996,0.00005760789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8524147,0.002462896,0.03075097,0.003675642,0.0001805352,0.004310177,0.03039449,0.00164559,0.07416493],"genre_scores_gemma":[0.8904963,0.001448576,0.04656613,0.000374821,0.00004821555,0.002278606,0.02549301,0.00009585571,0.03319856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1647519,"threshold_uncertainty_score":0.3275858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679597454427238,"score_gpt":0.2351851393434219,"score_spread":0.2083891647991495,"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."}}