{"id":"W6989850907","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Herbert Inlet - 2019","year":2020,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Nekton; Diafiltration","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":[0.0001607914,0.0002494134,0.0002338422,0.001302611,0.001866909,0.0007302264,0.0003264264,0.0003215981,0.001456537],"category_scores_gemma":[0.0003397964,0.0001714088,0.0001978709,0.001143942,0.0003075947,0.0001991712,0.0006672194,0.0003226173,0.0001984417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771031,"about_ca_system_score_gemma":0.002996405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7469443,"about_ca_topic_score_gemma":0.9335574,"domain_scores_codex":[0.9997531,0.000006912519,0.00001031533,0.00004214417,0.000126775,0.00006075772],"domain_scores_gemma":[0.9996642,0.00001565965,0.00004635075,0.00001004057,0.0001702899,0.00009351168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001483026,0.0000816349,0.9605395,0.000078735,0.00002907708,0.002441433,0.003029411,0.0001665587,0.01460214,0.0001375648,0.002555792,0.01618988],"study_design_scores_gemma":[0.000001573598,0.00002632708,0.9943407,0.00001655882,0.000006692403,0.000152488,0.001890627,0.0001310836,0.0005949381,0.000009938753,0.002823436,0.000005538834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993354,0.0001986386,0.0001115423,0.00008171541,0.00001907059,0.00004497129,0.001300887,0.00003014853,0.004859048],"genre_scores_gemma":[0.9909752,0.0002272019,0.0007960206,0.0001323096,0.00001170727,0.00003328346,0.00175122,0.000009823254,0.006063278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530557,"threshold_uncertainty_score":0.509092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493787974716452,"score_gpt":0.16523510189815,"score_spread":0.1502972221509855,"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."}}