{"id":"W6887389813","doi":"10.15468/jsab2y","title":"Aggregated occurrence records of invasive European frog-bit (Hydrocharis morsus-ranae L.) across North America","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Invasive species; Range (aeronautics); Habitat; Ecosystem; Agriculture; Introduced species","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005073014,0.000293828,0.0003172316,0.002367682,0.0004618851,0.0004989288,0.0006838753,0.0003898246,0.003235865],"category_scores_gemma":[0.00163752,0.0002804162,0.0002181963,0.004935704,0.0002148793,0.0003843886,0.0007398768,0.0004500682,0.001679333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110711,"about_ca_system_score_gemma":0.001397475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2937078,"about_ca_topic_score_gemma":0.4715786,"domain_scores_codex":[0.9995732,0.00004445937,0.00005011532,0.0001449015,0.0001181489,0.00006906693],"domain_scores_gemma":[0.9982896,0.0002952651,0.0004014414,0.0002173912,0.0006191776,0.0001770895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002583805,0.0001413439,0.4833397,0.001127587,0.0002177676,0.0004954774,0.001335132,0.002803674,0.002445774,0.001282766,0.4810887,0.02546366],"study_design_scores_gemma":[0.00003979378,0.00002138012,0.8425928,0.0002422908,0.0000455323,0.0002191442,0.0009789345,0.001532454,0.0006166504,0.0001576472,0.1535208,0.00003259631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07135842,0.0002251018,0.0002334222,0.0001088457,0.00001200183,0.00002624247,0.9260815,0.00009359723,0.001860966],"genre_scores_gemma":[0.05448951,0.0001832711,0.001105399,0.00005865392,0.000007136255,0.0001161125,0.9429517,0.00001954401,0.001068631],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2937078,"threshold_uncertainty_score":0.5839965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849328601422043,"score_gpt":0.2335887362028407,"score_spread":0.2150954501886203,"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."}}