{"id":"W2747392296","doi":"10.7905/ð½ð²ð¼ð´ð¿ñ.v0i5.415","title":"ÐÐÐÐ¦ÐÐÐ¢Ð£ÐÐÐ¬ÐÐ ÐÐÐ ÐÐÐÐÐÐ ÐÐÐÐÐÐ¢ÐÐÐÐ Ð¤ÐÐ¥ÐÐÐ¦Ð¯ ÐÐ ÐÐÐÐÐ¡ÐÐÐÐÐ¯ ÐÐÐÐÐ¢ÐÐ ÐÐÐÐÐÐÐ¥ ÐÐÐ¡ÐÐÐÐÐÐÐ¬","year":2013,"lang":"ja","type":"article","venue":"Ukrainian Journal of Ecology","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Library science; Taxonomy (biology); Sociology; Political science; Pedagogy; Computer science","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":["metaresearch","metaepi_narrow","metaepi_broad","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.02387067,0.01095169,0.01586053,0.00986473,0.01081321,0.006273207,0.01885622,0.01019548,0.0594108],"category_scores_gemma":[0.01469245,0.01154561,0.009256245,0.01161521,0.01305871,0.01108618,0.004504128,0.01646278,0.02365531],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01001444,"about_ca_system_score_gemma":0.01936952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005320572,"about_ca_topic_score_gemma":0.006612874,"domain_scores_codex":[0.9251013,0.01377789,0.02160829,0.009382648,0.01257491,0.01755491],"domain_scores_gemma":[0.9358,0.01158129,0.01923211,0.008045427,0.0123003,0.01304084],"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":[0.004535782,0.02422132,0.03441561,0.00364917,0.0171783,0.006269259,0.3195133,0.0009689063,0.007113765,0.02658597,0.465506,0.09004258],"study_design_scores_gemma":[0.02278455,0.00691457,0.04527695,0.003256875,0.00426145,0.002959722,0.07451259,0.0007953063,0.001315059,0.01074304,0.8128707,0.01430912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930311,0.01674787,0.0005337513,0.07190137,0.07220535,0.01531834,0.001735611,0.002635742,0.1258909],"genre_scores_gemma":[0.854305,0.01996565,0.01021143,0.01831918,0.02811006,0.001690219,0.001074052,0.002669972,0.06365445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3473648,"threshold_uncertainty_score":0.99875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726752755011523,"score_gpt":0.3157894122836413,"score_spread":0.2885218847335261,"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."}}