{"id":"W4416565605","doi":"10.63027/2025/4/3","title":"TUPROQ SIFATINI BAHOLASH: KLASSIK BONITIROVKADAN ZAMONAVIY XALQARO YONDASHUVLARGACHA","year":2025,"lang":"","type":"article","venue":"","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Identification (biology); Process (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003040795,0.0006631364,0.0006557215,0.00003912958,0.001915098,0.0002859287,0.0006878986,0.0003710878,0.00947648],"category_scores_gemma":[0.00008369503,0.0002794388,0.0004237456,0.0008878923,0.001089187,0.0002763935,0.0009755544,0.0004461111,0.001245496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059962,"about_ca_system_score_gemma":0.00002754893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175123,"about_ca_topic_score_gemma":0.001479124,"domain_scores_codex":[0.9964061,0.0001555007,0.000750175,0.001095581,0.0005193779,0.00107331],"domain_scores_gemma":[0.998956,0.0003493528,0.0001688463,0.0002084756,0.00004929547,0.0002680485],"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":[0.0001487364,0.00139558,0.2924306,0.00009993326,0.0003926656,0.00003539673,0.0004129351,0.000007760493,0.02604332,0.006302198,0.08657299,0.5861579],"study_design_scores_gemma":[0.000571336,0.0005904669,0.7064599,0.000142071,0.0001258073,0.000005688185,0.004616142,0.0001859616,0.003497772,0.003706271,0.2793168,0.0007818158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5826324,0.003601507,0.000009408709,0.01040857,0.001144275,0.0004264516,0.00006937823,0.0001492714,0.4015587],"genre_scores_gemma":[0.8727999,0.001626857,0.0001112067,0.002646223,0.0004041385,0.00005362122,0.00004557488,0.000003729372,0.1223088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5853761,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006877784837223136,"score_gpt":0.2089157068652233,"score_spread":0.2020379220280001,"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."}}