{"id":"W6939559922","doi":"10.6084/m9.figshare.11572839.v1","title":"Impacts of Toxic Algae on the Lake Ontario Community","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Algae; Water pollution; Algal bloom; Aquatic ecosystem; Ecosystem; Invertebrate; Aquatic plant","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":[0.0004970666,0.0001271207,0.0001112391,0.0006283083,0.004312673,0.001711569,0.0003158067,0.0004480972,0.006191543],"category_scores_gemma":[0.001529895,0.0001048091,0.0001248911,0.001427007,0.001141846,0.000455779,0.00133359,0.000418351,0.0002504302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03135064,"about_ca_system_score_gemma":0.02358399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727491,"about_ca_topic_score_gemma":0.993461,"domain_scores_codex":[0.999581,0.00006205573,0.00001083065,0.00002905754,0.0001940223,0.0001230695],"domain_scores_gemma":[0.9981378,0.0001491526,0.0002278419,0.00004538082,0.0009367247,0.0005031358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006225285,0.00007171641,0.7469863,0.0003037444,0.0001135089,0.001752883,0.0430235,0.001504032,0.007931412,0.009493337,0.1050787,0.08311833],"study_design_scores_gemma":[0.00001158461,0.00003736208,0.8257566,0.00007068891,0.00002597283,0.00007041251,0.03093156,0.0002845616,0.0008106031,0.000599585,0.1413822,0.00001884269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898725,0.001263743,0.0001711744,0.0294824,0.0001612723,0.00004321565,0.001548987,0.0000197612,0.06858441],"genre_scores_gemma":[0.9411047,0.001796221,0.0001850902,0.0009915876,0.00005153548,0.00001461784,0.0004076263,0.00001404497,0.05543467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03135064,"threshold_uncertainty_score":0.2274659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308638400917762,"score_gpt":0.226316187959752,"score_spread":0.1532298039505743,"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."}}