{"id":"W2016619975","doi":"10.7901/2169-3358-2001-2-1467","title":"LOGISTICS FOR THE CONDUCT OF CONTROLLED OIL SPILL EXPERIMENTON BIORESTORATION OF FRESHWATER WETLANDS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Wetland; Wildlife; Oil spill; Environmental science; Marsh; Habitat; Salt marsh; Environmental resource management; Environmental planning; Environmental protection; Fishery; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003225722,0.0001530253,0.0002262494,0.00007344308,0.00008565679,0.00005553819,0.0003443353,0.00008096669,0.001509787],"category_scores_gemma":[0.0002850875,0.0001070596,0.0001094704,0.0001317265,0.0002844609,0.0002132505,0.00007370432,0.00008247846,0.00002540531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026517,"about_ca_system_score_gemma":0.00002063146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311813,"about_ca_topic_score_gemma":0.000230465,"domain_scores_codex":[0.9986755,0.000008746796,0.0004648628,0.0002410738,0.0004439967,0.0001658057],"domain_scores_gemma":[0.9990279,0.00007836603,0.000407111,0.00009284057,0.0003415309,0.00005223319],"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":[0.001611864,0.0002345049,0.03804307,0.00006699297,0.0001719442,0.000001304907,0.002109432,0.0003021725,0.8754497,0.02400209,0.002614352,0.05539257],"study_design_scores_gemma":[0.01437774,0.001266699,0.01637919,0.0002274972,0.0002290503,0.00004220761,0.00290488,0.1161498,0.6548602,0.008387945,0.1842959,0.0008789298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452023,0.00005790678,0.004860218,0.00230401,0.0007820142,0.0002505401,0.00005993105,0.00004778403,0.0464353],"genre_scores_gemma":[0.9962117,0.0002093543,0.0008308473,0.0001494464,0.0001010637,0.0001248796,0.000026718,0.00001181423,0.002334186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205895,"threshold_uncertainty_score":0.9994029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0414619977583834,"score_gpt":0.2858465484222003,"score_spread":0.2443845506638169,"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."}}