{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004120676,0.0004621011,0.0006040906,0.00006413689,0.001213364,0.0001088561,0.0006937597,0.0004427233,0.003201847],"category_scores_gemma":[0.0001986652,0.0002184791,0.0003237957,0.0008516316,0.0004500031,0.0001992618,0.0004815902,0.0004503367,0.001539315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000958677,"about_ca_system_score_gemma":0.0000691225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002315623,"about_ca_topic_score_gemma":0.002121021,"domain_scores_codex":[0.9972733,0.0001861113,0.0005820644,0.0008209575,0.000198419,0.000939127],"domain_scores_gemma":[0.9988394,0.000502689,0.0001833589,0.0001759473,0.0001333654,0.0001652837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003341803,0.001101961,0.3031203,0.0001604526,0.0009865019,0.0001493593,0.0002512103,0.000008512607,0.005600546,0.03806668,0.4564338,0.1937865],"study_design_scores_gemma":[0.0003630427,0.0002491937,0.4004154,0.0001285153,0.0001508641,0.000005982736,0.0006918439,0.00004031461,0.0004777366,0.005050345,0.5920142,0.000412594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7551731,0.01276853,0.00001868282,0.03362464,0.005274086,0.000903262,0.0002969064,0.0002078466,0.1917329],"genre_scores_gemma":[0.9391152,0.001000116,0.00006465394,0.002417563,0.0004588001,0.00006955101,0.0000520932,0.000001625535,0.05682038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933739,"threshold_uncertainty_score":0.9992381,"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."}}