{"id":"W7097031144","doi":"","title":"PANEL MEMBERS","year":2009,"lang":"en","type":"article","venue":"","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domoic acid; Outbreak; Neurotoxicity; Acute toxicity; Genus; Red tide; Marine toxin; Shellfish; Toxicity","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":["insufficient_payload"],"category_scores_codex":[0.004266727,0.0007977616,0.0006384715,0.001070756,0.001529941,0.002412382,0.001573418,0.005349989,0.6446567],"category_scores_gemma":[0.01229764,0.0003726528,0.0006444901,0.001041314,0.0003379,0.001580819,0.001797643,0.001756696,0.3578877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148021,"about_ca_system_score_gemma":0.003581788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715095,"about_ca_topic_score_gemma":0.002456673,"domain_scores_codex":[0.997362,0.0005616994,0.0002299705,0.0005004641,0.0009021767,0.0004437373],"domain_scores_gemma":[0.99013,0.001188909,0.0004532818,0.0006814583,0.005507648,0.002038709],"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":[0.00008297755,0.00002353276,0.0004361659,0.0001813474,0.000003376876,0.00006182614,0.0000276569,0.00003994126,0.0002263647,0.0009245417,0.9586074,0.03938469],"study_design_scores_gemma":[0.00002231716,0.00001887009,0.001208708,0.0001488644,0.00000347567,0.00007030128,0.00006249632,0.00003045813,0.00009534987,0.0004146797,0.9979193,0.00000524749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002859966,0.003672448,0.005623879,0.06275792,0.03258189,0.004628248,0.02875355,0.001561192,0.8575609],"genre_scores_gemma":[0.01825741,0.003411975,0.004071799,0.0302503,0.008509719,0.00386826,0.01639369,0.0003819912,0.9148549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3553433,"threshold_uncertainty_score":0.5068541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402553874338269,"score_gpt":0.2702703574052678,"score_spread":0.2462448186618851,"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."}}