{"id":"W1005939550","doi":"","title":"К вопросу оценки климата территорий землепользования","year":2008,"lang":"ru","type":"article","venue":"Известия Оренбургского государственного аграрного университета","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Physical geography; Climatology; Environmental science; Meteorology; Geology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002161554,0.003432622,0.003431216,0.001489618,0.004121966,0.001001664,0.003838973,0.00215942,0.1512542],"category_scores_gemma":[0.0005506344,0.003412159,0.001958599,0.003518764,0.00281194,0.00285642,0.0007267546,0.003295174,0.0643206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092488,"about_ca_system_score_gemma":0.001525269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01988677,"about_ca_topic_score_gemma":0.02428397,"domain_scores_codex":[0.9810995,0.001174634,0.003741777,0.004210817,0.003661593,0.006111622],"domain_scores_gemma":[0.9892066,0.001662684,0.001625163,0.003888881,0.0008093562,0.002807351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001420225,0.001321997,0.5399545,0.0009102949,0.0009653082,0.005748014,0.0112044,0.0004169611,0.002570527,0.0004790124,0.4016898,0.03331897],"study_design_scores_gemma":[0.005000237,0.00168725,0.3058632,0.0006304851,0.0006549205,0.003780184,0.002062644,0.004000802,0.001485372,0.0008215682,0.6688698,0.005143556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801908,0.02932618,0.0002471608,0.008576093,0.01687817,0.003697417,0.01634657,0.001597269,0.1431403],"genre_scores_gemma":[0.8933257,0.02543479,0.001023018,0.01052303,0.008724823,0.0001021337,0.01339621,0.0004595256,0.04701073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.26718,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339907023351452,"score_gpt":0.2403851301004578,"score_spread":0.1569860598669433,"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."}}