{"id":"W4281492628","doi":"10.5281/zenodo.6578305","title":"ERTA IJTIMOIY YETIMLIK VA UNING OQIBATLARI","year":2022,"lang":"uz","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Clinical Oncology Group","funders":"","keywords":"Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002463705,0.0004859224,0.0005094652,0.0007269119,0.01944913,0.002411094,0.002648307,0.0002855305,0.7841446],"category_scores_gemma":[0.002361736,0.0005663355,0.000182738,0.003433726,0.0008872246,0.0004538375,0.002986264,0.001439718,0.04168077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000905774,"about_ca_system_score_gemma":0.00007031139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123354,"about_ca_topic_score_gemma":0.00002564823,"domain_scores_codex":[0.9932945,0.002300113,0.0008039027,0.001119186,0.001457594,0.001024691],"domain_scores_gemma":[0.9961671,0.0001563743,0.0006429572,0.0008691527,0.001821242,0.0003431834],"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":[0.0000331415,0.0002228001,0.000002925297,0.0001096421,0.0001797554,0.00001479032,0.05975723,0.00005844624,0.0001373974,0.01021982,0.8684571,0.06080692],"study_design_scores_gemma":[0.0003281262,0.0002209259,0.0001234987,0.00007909453,0.00005447538,0.0000317973,0.07004955,0.0000409363,0.00002173562,0.00008352601,0.9284053,0.0005610524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002134237,0.001521738,0.0003025873,0.005942503,0.002748019,0.001013575,0.0007442624,0.0007547469,0.9848383],"genre_scores_gemma":[0.2286845,0.007599223,0.0005858536,0.003813814,0.006229756,0.000001395803,0.03681102,0.00859019,0.7076843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7424638,"threshold_uncertainty_score":0.9996788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06295902500730417,"score_gpt":0.3277254242967486,"score_spread":0.2647663992894445,"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."}}