{"id":"W2278077886","doi":"10.17542/kit.20.300","title":"Apró közlemények","year":2015,"lang":"hu","type":"article","venue":"Kitaibelia","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Savaria (Canada)","funders":"","keywords":"Botany; Biology; Horticulture","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":[0.0004779009,0.0002615138,0.0003403354,0.00001227405,0.000356409,0.00007589005,0.0003524838,0.0002772663,0.001252664],"category_scores_gemma":[0.0001933427,0.0001080097,0.0001234404,0.00030878,0.0002342584,0.0001377557,0.0001873068,0.000249922,0.004123558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004720216,"about_ca_system_score_gemma":0.00003153894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002717972,"about_ca_topic_score_gemma":0.001603845,"domain_scores_codex":[0.9983019,0.0001519155,0.0002835963,0.0004186653,0.0002519001,0.000592055],"domain_scores_gemma":[0.9990885,0.0002369456,0.0001093657,0.0000905725,0.000148875,0.0003257592],"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":[0.0001449177,0.0002927805,0.1229784,0.00001888834,0.0001726816,0.0001456357,0.001176626,0.000005558752,0.001872178,0.003935161,0.8395689,0.02968828],"study_design_scores_gemma":[0.0004544618,0.0008558248,0.1781155,0.00003723431,0.00008484743,0.00003377879,0.005164456,0.00005275939,0.0001478487,0.004822912,0.8097019,0.0005285681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223568,0.008043227,0.000001487348,0.01752477,0.003112036,0.0002625038,0.0002245523,0.0001245952,0.04835],"genre_scores_gemma":[0.9756224,0.0002934137,0.0000745034,0.001114916,0.001280522,0.00001213834,0.00004682179,0.000001846417,0.02155348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05513702,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0969766924319526,"score_gpt":0.2324755524336921,"score_spread":0.1354988600017396,"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."}}