{"id":"W35196373","doi":"10.1093/ntr/ntac053","title":"Lake Ontario Modeling Team (late) Spring Meeting","year":2008,"lang":"en","type":"article","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"Spring (device); Geography; Engineering","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":[0.001264226,0.0005411054,0.0004063716,0.0005586527,0.001680049,0.002268993,0.001378455,0.0009573359,0.1236846],"category_scores_gemma":[0.002698559,0.0003886577,0.0008913993,0.0009812472,0.0002637274,0.0009501463,0.0009811817,0.0007296465,0.01116869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008265607,"about_ca_system_score_gemma":0.01008747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7915823,"about_ca_topic_score_gemma":0.9137802,"domain_scores_codex":[0.9995334,0.00009517278,0.00001699915,0.00005522611,0.0002178535,0.00008136593],"domain_scores_gemma":[0.998512,0.0001900628,0.00004245841,0.0001000334,0.001016231,0.0001391974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003346253,0.0001131348,0.03337174,0.000268282,0.00009810088,0.0003656114,0.0009094367,0.0620129,0.001570949,0.01356531,0.8129376,0.07445229],"study_design_scores_gemma":[0.0002276794,0.00006998277,0.02816735,0.0002567004,0.0001365358,0.00006718897,0.002674999,0.1897406,0.001987756,0.005759367,0.7708002,0.0001116453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06205227,0.0004873628,0.03790118,0.01790591,0.001548554,0.0005942174,0.1005067,0.005177998,0.7738259],"genre_scores_gemma":[0.3516667,0.001157313,0.06305496,0.001330545,0.0002533492,0.0007848975,0.04397269,0.003745103,0.5340344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7915823,"threshold_uncertainty_score":0.4192902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415865775786095,"score_gpt":0.2057771047397237,"score_spread":0.1816184469818627,"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."}}