{"id":"W7103427503","doi":"","title":"Preliminary Investigations for Causes of the\\nDisappearance of <i>Diporeia</i> spp. from Lake Ontario","year":2005,"lang":"","type":"article","venue":"Insecta mundi","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dreissena; Hyalella azteca; Zebra mussel; Mussel; Benthos; Amphipoda; Sediment","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":[0.0002106166,0.0004006991,0.0001822823,0.0004338965,0.001811352,0.0005289619,0.0003204534,0.0003003949,0.001436968],"category_scores_gemma":[0.0004739853,0.0001717837,0.0002605322,0.0004230985,0.0004784263,0.000239529,0.000514125,0.0003558009,0.000234661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003237234,"about_ca_system_score_gemma":0.002805981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5422397,"about_ca_topic_score_gemma":0.7970998,"domain_scores_codex":[0.9996501,0.00001175947,0.00002149219,0.00005736511,0.0001499251,0.000109366],"domain_scores_gemma":[0.998944,0.0000570035,0.0002208592,0.00002350847,0.0006204189,0.000134246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326396,0.00009886285,0.729193,0.0003478197,0.00003496724,0.001497591,0.003692682,0.0001037864,0.2500222,0.0002011493,0.00123181,0.01324979],"study_design_scores_gemma":[0.000005751568,0.0002142202,0.9789951,0.00001675416,0.00002328979,0.0002924911,0.001436059,0.0000974995,0.01273224,0.00003186416,0.006145362,0.000009365769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936419,0.0003648948,0.0003142705,0.000235846,0.00001496972,0.00009440162,0.0006965304,0.00001941966,0.004617866],"genre_scores_gemma":[0.9873954,0.000632646,0.001151352,0.000303401,0.00001149515,0.00005593076,0.001288696,0.000007136342,0.009153991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577603,"threshold_uncertainty_score":0.9209124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180068118325353,"score_gpt":0.2290261940974913,"score_spread":0.2072255129142377,"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."}}