{"id":"W6887691675","doi":"10.17605/osf.io/b3ufr","title":"Mapping invasive alien plant species, Québec","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0005808469,0.0003306946,0.0003026218,0.001383864,0.001741258,0.001242695,0.0006152982,0.0002659502,0.006663327],"category_scores_gemma":[0.001291074,0.0001863508,0.0002358946,0.002499234,0.0004010929,0.0004665642,0.0003775283,0.0004449715,0.0004368575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01635373,"about_ca_system_score_gemma":0.0129555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963199,"about_ca_topic_score_gemma":0.998446,"domain_scores_codex":[0.9997012,0.0000443822,0.00001099629,0.00007840011,0.00009561764,0.00006947229],"domain_scores_gemma":[0.9986551,0.0002050227,0.00009734783,0.00006099365,0.000858292,0.0001231818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001074676,0.0003312604,0.5127969,0.0008949184,0.000667293,0.001211774,0.003602764,0.02222998,0.02994122,0.0124191,0.0514131,0.3634169],"study_design_scores_gemma":[0.00009233839,0.00006983055,0.9022418,0.0001773441,0.0001025923,0.0001570106,0.001490207,0.01205213,0.001936192,0.0003939668,0.08121784,0.00006881799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8172297,0.008008171,0.01327389,0.003096349,0.000174168,0.0004201591,0.03375382,0.0006436654,0.1234],"genre_scores_gemma":[0.9413058,0.001782176,0.007408398,0.0003203612,0.00001955415,0.0000724028,0.006984797,0.00008273045,0.04202378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635373,"threshold_uncertainty_score":0.1186551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859604876079772,"score_gpt":0.2046629110844813,"score_spread":0.1760668623236836,"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."}}