{"id":"W7019061001","doi":"","title":"European Frogbit (Hydrocharis morsus-ranae) in the Champlain/Adirondack Region: Recent Inferences","year":2015,"lang":"en","type":"article","venue":"Bucknell Digital Commons (Bucknell University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Population; Harbour; Spring (device); Rest (music)","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":[0.001181042,0.0001798144,0.0001860233,0.001762905,0.0008810473,0.001001614,0.0007373502,0.0003889222,0.001369075],"category_scores_gemma":[0.002175138,0.0002033153,0.0001214608,0.001527713,0.001316188,0.0007038731,0.0008047958,0.0005950826,0.000159505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403493,"about_ca_system_score_gemma":0.001095922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2904825,"about_ca_topic_score_gemma":0.5588995,"domain_scores_codex":[0.9996346,0.00006981075,0.00002620226,0.0001339298,0.00008252668,0.00005285104],"domain_scores_gemma":[0.9974862,0.0005409157,0.000828355,0.00007111552,0.0007915636,0.0002818089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003599492,0.00002005235,0.9844375,0.00007784606,0.00003677037,0.0001278679,0.002568348,0.0000878035,0.0006132099,0.0001889317,0.0002191493,0.01158675],"study_design_scores_gemma":[7.507199e-7,0.00001087678,0.9968396,0.0000349419,0.000009984602,0.00004906646,0.002158377,0.00009787603,0.00004712195,0.00002459382,0.0007233443,0.000003385615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942146,0.00168543,0.0001216772,0.0002912282,0.00001187953,0.000008459845,0.0001808941,0.000003238056,0.003482596],"genre_scores_gemma":[0.9979742,0.001093805,0.0002594078,0.0001024788,0.00001966668,0.000007199996,0.0002039933,0.000002147629,0.0003371061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7095175,"threshold_uncertainty_score":0.5775834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370107567926823,"score_gpt":0.1977073632503515,"score_spread":0.1540062875710833,"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."}}