{"id":"W2284260957","doi":"","title":"Historical Trends of Cyanobacteria and their Toxins in Four Eastern Canadian Source Waters","year":2012,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Forestry; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.000318126,0.0002594683,0.0002119264,0.002123546,0.001844067,0.001006548,0.0005725812,0.0002523219,0.001492151],"category_scores_gemma":[0.0007907113,0.0001893341,0.0001945985,0.004024043,0.0005104882,0.0003634841,0.0006771539,0.0002917192,0.0001694484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0219964,"about_ca_system_score_gemma":0.01337609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899836,"about_ca_topic_score_gemma":0.9973457,"domain_scores_codex":[0.9996141,0.00001324966,0.00001779164,0.00007006692,0.0001754318,0.0001093504],"domain_scores_gemma":[0.998946,0.00004514607,0.0001471606,0.0000166279,0.0007257827,0.0001192386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009692644,0.00001920129,0.9672405,0.0001512002,0.00005022736,0.0001498245,0.002581397,0.0003638944,0.004614908,0.000265224,0.000814126,0.02365253],"study_design_scores_gemma":[8.332644e-7,0.00001562276,0.9941658,0.00001804095,0.00001456796,0.00002724024,0.001512858,0.0001482446,0.0004832765,0.00001545551,0.003590373,0.000007677237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885448,0.0009745909,0.0002721062,0.0001603512,0.00000755287,0.00003317278,0.004125106,0.00002042317,0.005861856],"genre_scores_gemma":[0.9899261,0.001324649,0.0008821111,0.0000609971,0.000004197992,0.00002848014,0.002267716,0.00000610809,0.005499578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219964,"threshold_uncertainty_score":0.1595957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008823315283423405,"score_gpt":0.1880797824056496,"score_spread":0.1792564671222262,"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."}}