{"id":"W7021175993","doi":"","title":"Nino Haratischwili i jej literacki obraz Gruzji przedstawiony w utworach prozatorskich","year":2024,"lang":"pl","type":"other","venue":"UMCS Library (Maria Curie-Skłodowska University)","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Term (time); Perspective (graphical); Subject (documents); Context (archaeology)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004616033,0.002126282,0.001845721,0.003243256,0.0006392439,0.0030147,0.006394453,0.001922689,0.01452263],"category_scores_gemma":[0.00008607526,0.002381116,0.0009460644,0.005030783,0.0005368469,0.007965816,0.005793909,0.002882213,0.009750714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559497,"about_ca_system_score_gemma":0.00236886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001561588,"about_ca_topic_score_gemma":0.00004044578,"domain_scores_codex":[0.9896392,0.000965167,0.001372016,0.004522095,0.001427738,0.002073774],"domain_scores_gemma":[0.9931659,0.0003457591,0.001028871,0.004043171,0.0002082025,0.001208165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145299,0.0005733878,0.003463947,0.001786123,0.001310076,0.005435116,0.004425999,0.0001846607,0.00005526613,0.6403277,0.320613,0.02161018],"study_design_scores_gemma":[0.001290855,0.0002325557,0.0001063985,0.002069663,0.00047173,0.00009054493,0.0002042696,0.01939971,0.0001159991,0.005484573,0.9680619,0.002471774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001006505,0.0086328,0.04295144,0.004879776,0.01139651,0.003172785,0.0009231991,0.003840219,0.9231967],"genre_scores_gemma":[0.003771191,0.001095054,0.03309716,0.0009560651,0.00258417,0.00001378793,0.0004067304,0.0009127993,0.957163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.647449,"threshold_uncertainty_score":0.9994182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116315830672835,"score_gpt":0.1927603096284518,"score_spread":0.1811287265611683,"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."}}