{"id":"W4240249165","doi":"10.1021/cen-09440-bus","title":"Water over the bow","year":2016,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004412386,0.0007966313,0.0004701981,0.0006285964,0.007295297,0.004430783,0.0007083674,0.002106994,0.305886],"category_scores_gemma":[0.001755864,0.0003234392,0.0004168242,0.0003991592,0.001798354,0.005705009,0.007052447,0.004203403,0.1125018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527865,"about_ca_system_score_gemma":0.002319433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100524,"about_ca_topic_score_gemma":0.02288424,"domain_scores_codex":[0.9994579,0.00005712263,0.00001642974,0.0001073135,0.0001738091,0.0001874348],"domain_scores_gemma":[0.9993908,0.00002883361,0.0000232016,0.00003496514,0.0001875495,0.0003345916],"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":[0.0001158405,0.00005424659,0.001388537,0.0001180255,0.00001460986,0.0005715685,0.002077725,0.00006470993,0.001775707,0.01297308,0.8687071,0.1121389],"study_design_scores_gemma":[0.000004752834,0.00002096767,0.0005034672,0.00007936612,0.000003084398,0.00007353282,0.001926829,0.00001948773,0.0001221961,0.001330556,0.9959074,0.000008346218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009614512,0.004013532,0.002604281,0.06266747,0.02684808,0.0001058482,0.0009609169,0.001237985,0.8919473],"genre_scores_gemma":[0.03433977,0.002196463,0.001303556,0.01763292,0.001919129,0.00003521145,0.0004575933,0.0004474794,0.9416679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.305886,"threshold_uncertainty_score":0.9900694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004003191907283874,"score_gpt":0.2045995495372965,"score_spread":0.2005963576300126,"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."}}