{"id":"W7044925267","doi":"","title":"赤潮异弯藻Heterosigma akashiwo的生长特性","year":2002,"lang":"en","type":"article","venue":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Salinity; Heterosigma akashiwo; Red tide; Irradiance","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":[0.0003602896,0.0004796821,0.0003116029,0.0004912894,0.0007169399,0.001580756,0.0004323627,0.0005102254,0.003518759],"category_scores_gemma":[0.0003476415,0.0003467585,0.0004955863,0.0006595983,0.001090933,0.001675036,0.0005168065,0.001093035,0.000827309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072702,"about_ca_system_score_gemma":0.001075116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004448477,"about_ca_topic_score_gemma":0.003704904,"domain_scores_codex":[0.9996729,0.00002479447,0.00003054169,0.0001286512,0.0000872405,0.00005591598],"domain_scores_gemma":[0.999577,0.00006049167,0.0001032444,0.00004116104,0.0001348179,0.0000834508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004579277,0.00003216489,0.002415472,0.0001655599,0.00003220075,0.00007082424,0.0002025598,0.0002315532,0.9831606,0.001893778,0.0002078435,0.01112956],"study_design_scores_gemma":[0.00002520111,0.0002786426,0.02665096,0.0000208272,0.0001322658,0.0003546441,0.001241795,0.002180958,0.948297,0.003266144,0.01748385,0.00006773961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948483,0.002743774,0.02524501,0.0004763551,0.0003632247,0.00007220908,0.000548389,0.0003156365,0.02175235],"genre_scores_gemma":[0.9689857,0.0007093273,0.010059,0.0001518699,0.00003190737,0.00004639459,0.0003979296,0.0001169783,0.01950086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004448477,"threshold_uncertainty_score":0.01177144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006010459632533517,"score_gpt":0.156191342633805,"score_spread":0.1501808830012715,"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."}}