{"id":"W7034483760","doi":"","title":"Ukraine – Canada: Modern Scientific Studies","year":2018,"lang":"en","type":"book","venue":"Electronic Volyn National University Institutional Repository","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Philology; Politics; Field (mathematics); International relations; Higher education","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"],"consensus_categories":[],"category_scores_codex":[0.0002117907,0.0003157487,0.0004603686,0.0004182396,0.001107813,0.00002540017,0.0002350578,0.0002240595,0.0001549434],"category_scores_gemma":[0.0001888012,0.0003142227,0.0002197761,0.0003452667,0.0007711092,0.0001430543,0.0001178276,0.0004930297,0.00005973395],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0259379,"about_ca_system_score_gemma":0.06318023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005408086,"about_ca_topic_score_gemma":0.03672649,"domain_scores_codex":[0.996794,0.00004058459,0.0002693479,0.0006379095,0.00184988,0.0004082128],"domain_scores_gemma":[0.9973727,0.0001651247,0.0001989747,0.0002291176,0.001831389,0.0002026928],"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":[0.001691685,0.0004382899,0.0001318762,0.0003750174,0.005418819,0.001882634,0.0001179455,0.0001727203,0.0003662392,0.2127257,0.7754492,0.001229944],"study_design_scores_gemma":[0.002001452,0.0002553147,0.0002364193,0.0002089941,0.0004356716,0.0003327368,0.00001873754,0.0000842234,0.0001914592,0.004649675,0.9912863,0.0002989593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004869855,0.01554603,0.00007894928,0.000903852,0.002477775,0.0006552809,0.0003659051,0.0001190925,0.9749833],"genre_scores_gemma":[0.09028286,0.0002499046,0.00005379842,0.0002726352,0.00133426,0.000003244128,0.000993491,0.00001856651,0.9067912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2158372,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112176397516875,"score_gpt":0.2469409064561205,"score_spread":0.2258191424809517,"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."}}