{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004295803,0.0004355262,0.0006183318,0.00005983496,0.0005509877,0.00002545826,0.001069218,0.0004652968,0.02003843],"category_scores_gemma":[0.0001894654,0.0003847357,0.0003570709,0.000358497,0.002681524,0.0005376074,0.0004341184,0.0003924807,0.0006675879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103643,"about_ca_system_score_gemma":0.0005227856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01806927,"about_ca_topic_score_gemma":0.8143104,"domain_scores_codex":[0.9968001,0.0001896132,0.001162608,0.0006763223,0.0005432026,0.0006282164],"domain_scores_gemma":[0.9975777,0.0002857954,0.0008644639,0.00103119,0.00005920005,0.0001816833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003453975,0.00184134,0.7384158,0.0001067344,0.0002214464,0.000007551098,0.01280126,0.001995999,0.2182623,0.001443883,0.02220781,0.002350419],"study_design_scores_gemma":[0.001132917,0.0006364987,0.9509006,0.0002305236,0.0004801578,0.000009361357,0.00003178452,0.001379439,0.0174439,0.001828264,0.02549422,0.0004323126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926583,0.0007231447,0.0001274931,0.0009797596,0.00077581,0.001429502,0.0006936972,0.00002239604,0.002589902],"genre_scores_gemma":[0.9871889,0.00007621153,0.002716494,0.0004139061,0.0001455003,0.000123139,0.00005900902,0.00004104802,0.009235803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7962412,"threshold_uncertainty_score":0.9998605,"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."}}