{"id":"W6889578982","doi":"10.26071/ogsl-bw9a-0y85","title":"Toxic Algae Alexandrium catenella Monitoring in Estuary and Gulf of Saint-Lawrence Web Application","year":2022,"lang":"en","type":"dataset","venue":"OGSL repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Bloom; Algal bloom; Estuary; Christian ministry; Algae; Aquaculture; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113784,0.0002966314,0.0001479837,0.0009148446,0.000423454,0.0007162137,0.0005152293,0.0003537529,0.003942157],"category_scores_gemma":[0.0005855779,0.0001801401,0.0002481589,0.001078917,0.00009673055,0.0002998521,0.0005300359,0.0001801872,0.0009789682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276345,"about_ca_system_score_gemma":0.00158951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3403192,"about_ca_topic_score_gemma":0.4920147,"domain_scores_codex":[0.9998741,0.00001255678,0.00001033204,0.00002785535,0.00005450142,0.00002064809],"domain_scores_gemma":[0.9995566,0.00006576002,0.00003944508,0.00003343908,0.0002609612,0.00004373773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007711257,0.0006063028,0.4663703,0.0008003022,0.0001912431,0.00301249,0.002240069,0.07352336,0.02835509,0.003750467,0.1903391,0.2300401],"study_design_scores_gemma":[0.00009011803,0.0001524596,0.4848087,0.0001691711,0.00009555442,0.0003011596,0.001603996,0.3523295,0.01956646,0.001131445,0.1396223,0.0001292121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.7986801,0.0002474786,0.01690754,0.0008806853,0.00005508971,0.0005400921,0.0570598,0.04518894,0.08044021],"genre_scores_gemma":[0.8687445,0.0004870545,0.0374061,0.0001988849,0.00001803904,0.0002400062,0.03626689,0.0006551048,0.05598341],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.6596808,"threshold_uncertainty_score":0.6766766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166005678975274,"score_gpt":0.250009830458451,"score_spread":0.2383497736686983,"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."}}