{"id":"W6927263618","doi":"10.3389/fmars.2021.725092.s007","title":"Data_Sheet_7_Harmful Algae and Oceanographic Conditions in the Strait of Georgia, Canada Based on Citizen Science Monitoring.PDF","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algal bloom; Heterosigma akashiwo; Shellfish; Red tide; Algae; Paralytic shellfish poisoning; Fish kill; Aquaculture","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":[0.0006975839,0.0007891039,0.0005753499,0.00436579,0.001550431,0.00181234,0.001673179,0.0005758228,0.04647896],"category_scores_gemma":[0.003314407,0.000625792,0.0007092671,0.0110044,0.0003263922,0.0006466241,0.001157378,0.0006998872,0.01713126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226124,"about_ca_system_score_gemma":0.03072968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846033,"about_ca_topic_score_gemma":0.9904076,"domain_scores_codex":[0.9992604,0.00003142303,0.00006847756,0.00009815527,0.0003889079,0.0001526212],"domain_scores_gemma":[0.9922461,0.0002751745,0.0003973208,0.0002839157,0.006232686,0.0005648056],"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":[0.00006400765,0.00004589102,0.06774825,0.0007445674,0.00007993689,0.0001020704,0.0002979545,0.0005711881,0.0003106231,0.0005709463,0.9111181,0.01834653],"study_design_scores_gemma":[0.0001234169,0.00002538479,0.4486876,0.0008313496,0.00006425296,0.00008577979,0.001291578,0.0009013811,0.0006709828,0.000316498,0.5469157,0.00008602753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001231842,0.00003422564,0.00007923289,0.00006547548,0.00001141163,0.00008088598,0.9949735,0.0001090258,0.003414378],"genre_scores_gemma":[0.008617352,0.0002032989,0.001222071,0.0001533637,0.000008338561,0.0003535588,0.9825983,0.00006958765,0.006774136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04647896,"threshold_uncertainty_score":0.1554876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645181167944892,"score_gpt":0.2494542565220593,"score_spread":0.2330024448426104,"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."}}