{"id":"W3194397597","doi":"","title":"Sources of bioavailable nutrients: Phase 2 Final Report to DSITI","year":2017,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutrient; Sediment; Environmental science; Biomass (ecology); Reef; Oceanography; Chlorophyll a; Ecology; Biology; Geology","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":[0.008781371,0.0008461081,0.0005040272,0.002289272,0.00192151,0.002763478,0.001543996,0.001472475,0.0172502],"category_scores_gemma":[0.004707825,0.0008107755,0.001055795,0.001423547,0.0003968365,0.001026915,0.002919951,0.001413384,0.007434465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00371543,"about_ca_system_score_gemma":0.02827537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06037821,"about_ca_topic_score_gemma":0.08055087,"domain_scores_codex":[0.9965294,0.0004133958,0.0002940894,0.0003060059,0.001954156,0.0005028569],"domain_scores_gemma":[0.9921609,0.0004451095,0.0005716824,0.0003068037,0.005298075,0.001217357],"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":[0.003219179,0.003989032,0.07027912,0.005177964,0.0002671911,0.002118827,0.005826768,0.003596147,0.07297718,0.005297012,0.565485,0.2617665],"study_design_scores_gemma":[0.0001810006,0.002049766,0.07242484,0.0005233847,0.00009810348,0.0002078985,0.002227674,0.0004895491,0.02848612,0.000480589,0.8927528,0.0000782599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2753934,0.009983304,0.03169876,0.02040835,0.008248287,0.09224848,0.1912398,0.002212701,0.368567],"genre_scores_gemma":[0.1869424,0.01176148,0.04186883,0.008118699,0.0008919419,0.02850024,0.1435648,0.0008107824,0.5775407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06037821,"threshold_uncertainty_score":0.1200535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884296167255885,"score_gpt":0.4537477618840557,"score_spread":0.1653181451584672,"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."}}