{"id":"W6959182157","doi":"10.1021/tx049706n.s001","title":"Detection and Identification of Spirolides in Norwegian\\nShellfish and Plankton","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mussel; Fractionation; Bioassay; Plankton; Algae; Algal bloom; Aquaculture; Mytilus","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":[0.0002287375,0.0003111087,0.0001952928,0.0009012668,0.0004095667,0.0004153744,0.0002523159,0.0004225242,0.0004606512],"category_scores_gemma":[0.0003390675,0.00041761,0.0002252775,0.0004191747,0.0003844465,0.0001916059,0.0003737545,0.0001498481,0.0003056574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463556,"about_ca_system_score_gemma":0.0005092077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03468247,"about_ca_topic_score_gemma":0.07752768,"domain_scores_codex":[0.9997315,0.0000130229,0.00002459015,0.0001042264,0.00008355498,0.00004316142],"domain_scores_gemma":[0.9996943,0.00002387597,0.00009807792,0.00001288241,0.00009676273,0.00007402801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003212588,0.00003831298,0.6754622,0.00007441678,0.00002817483,0.0003294083,0.001055768,0.0001812936,0.317506,0.00002335225,0.0001197744,0.004860056],"study_design_scores_gemma":[0.000006145393,0.0001606869,0.9945347,0.00000729725,0.000008700255,0.0001725065,0.0002934053,0.0001485208,0.004146117,0.000004327116,0.0005105549,0.000006954404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992222,0.00006777743,0.00004603863,0.000005087614,0.000002079769,0.00000628909,0.0003124223,0.000004479449,0.0003337376],"genre_scores_gemma":[0.9957036,0.0002070805,0.0006618185,0.00003619498,0.000002982625,0.00002881629,0.001573781,0.000004271403,0.001781481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03468247,"threshold_uncertainty_score":0.0689612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692704418135145,"score_gpt":0.246188485037511,"score_spread":0.2292614408561596,"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."}}