{"id":"W4385282380","doi":"10.56617/tl.3934","title":"Gyomvizsgálatok Pest megyei homoki mezőgazdasági területeken (lucernaföldek gyomvizsgálatai) I.","year":2011,"lang":"hu","type":"article","venue":"Tájökológiai Lapok","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Physics; Animal science; Horticulture; Chemistry; Biology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002063239,0.001025232,0.001392056,0.0002908276,0.003166792,0.0004142937,0.001886382,0.0008287175,0.02353462],"category_scores_gemma":[0.0005513114,0.001112629,0.0007490187,0.0008953832,0.002347018,0.001104487,0.0005719257,0.0009794419,0.01296715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084772,"about_ca_system_score_gemma":0.001584438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553087,"about_ca_topic_score_gemma":0.003856541,"domain_scores_codex":[0.9929448,0.0006688157,0.001522039,0.00157123,0.001035191,0.002257908],"domain_scores_gemma":[0.9959605,0.0005838716,0.000941137,0.001046765,0.0004250615,0.001042613],"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":[0.0003309079,0.001883272,0.04819559,0.0002497279,0.002211442,0.0001292405,0.3162769,0.000004679613,0.0001065663,0.1697383,0.4333646,0.02750878],"study_design_scores_gemma":[0.001597574,0.0003077762,0.1328351,0.0002388122,0.0007284853,0.00001906946,0.06459726,0.00003541755,0.0003065405,0.0148116,0.7820547,0.002467686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.234831,0.005692001,0.0000778603,0.007636834,0.008680065,0.00142659,0.0003652326,0.0005290139,0.7407613],"genre_scores_gemma":[0.918658,0.002811671,0.0007167262,0.001985329,0.005090429,0.0001721073,0.00007329213,0.000175674,0.07031683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6838269,"threshold_uncertainty_score":0.9991324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068094979646158,"score_gpt":0.288465251060996,"score_spread":0.1816557530963802,"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."}}