{"id":"W4416778742","doi":"10.17542/kit.30.081","title":"Új növényfajok Magyarország adventívflórájában","year":2025,"lang":"","type":"article","venue":"Kitaibelia","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Ruderal species; Population; Weed; Introduced species; Naturalisation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172596,0.0004216386,0.0004588919,0.0008539366,0.0004938022,0.001231913,0.0002493207,0.0001883839,0.02895921],"category_scores_gemma":[0.0001638455,0.0001524015,0.0002183355,0.0004198086,0.0002104097,0.0004376891,0.0009768738,0.0003566247,0.007600192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945238,"about_ca_system_score_gemma":0.0007280681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405663,"about_ca_topic_score_gemma":0.009381372,"domain_scores_codex":[0.9998719,0.000008574238,0.00001060489,0.00003396919,0.00002928115,0.00004565791],"domain_scores_gemma":[0.9999198,0.000009282412,0.000016161,0.000009210693,0.00001686087,0.00002869652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001215521,0.0002853328,0.1462411,0.001761671,0.0002885781,0.01257866,0.00320996,0.00211167,0.02876339,0.0101093,0.04814923,0.7452856],"study_design_scores_gemma":[0.00006069298,0.0001242647,0.2683792,0.0002369702,0.00009326873,0.006414951,0.002079833,0.0005957657,0.003949759,0.001033763,0.7169977,0.00003386624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7961171,0.02230605,0.003639818,0.0007728732,0.001785577,0.00008371863,0.01360715,0.001124546,0.1605632],"genre_scores_gemma":[0.8192936,0.01169838,0.008548114,0.0003149557,0.0002536812,0.00009681137,0.01276698,0.000432208,0.1465953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895921,"threshold_uncertainty_score":0.09687823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00632158345212928,"score_gpt":0.2104527363170628,"score_spread":0.2041311528649335,"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."}}