{"id":"W3215797557","doi":"10.17348/jbrit.v13.i1.855","title":"New county records in Texas (U.S.A.) for the invasive aquatic plant Hygrophila polysperma (Acanthaceae)","year":2019,"lang":"en","type":"article","venue":"Journal of the Botanical Research Institute of Texas","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ag-West Bio (Canada)","funders":"","keywords":"Acanthaceae; Botany; Geography; Biology; Forestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003003111,0.0001590501,0.0004704053,0.00003460079,0.0002509072,0.00005847529,0.001441461,0.0001396897,0.0001480486],"category_scores_gemma":[0.003697629,0.00004672034,0.0003152514,0.0005360097,0.0005408357,0.0002240594,0.0003697505,0.0007983196,0.00002697909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543651,"about_ca_system_score_gemma":0.0003292497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004652984,"about_ca_topic_score_gemma":0.01460053,"domain_scores_codex":[0.9975374,0.0002666696,0.0007146163,0.0002193929,0.0007563435,0.0005055693],"domain_scores_gemma":[0.9948581,0.004151558,0.0003798156,0.0001787483,0.0002713405,0.0001604649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004249182,0.001163276,0.7989362,0.0001714449,0.0009837484,0.0001001463,0.000118339,0.0002102038,0.04698193,0.003421522,0.1072264,0.0364376],"study_design_scores_gemma":[0.0009945054,0.001324633,0.8294088,0.0002670354,0.00004048344,0.00006062018,0.0003936963,0.00009234473,0.001005315,0.004677047,0.1615802,0.0001552943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677252,0.0009812678,0.000006694071,0.02825975,0.001177353,0.0008321757,0.00004328349,0.000004288346,0.000970052],"genre_scores_gemma":[0.9966018,0.001012248,0.0002092904,0.000267291,0.0005830145,0.000005794023,3.666042e-7,0.000002051929,0.001318104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0543538,"threshold_uncertainty_score":0.8147439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08495027594723632,"score_gpt":0.3086751812570716,"score_spread":0.2237249053098352,"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."}}