{"id":"W4388613585","doi":"10.32388/s8odgk","title":"Review of: \"An Analysis of the Russian Patent Situation in the Context of the Ukrainian Situation\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ukrainian; Context (archaeology); Political science; History; Linguistics; Philosophy; 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":[],"consensus_categories":[],"category_scores_codex":[0.003844596,0.0001926434,0.001155737,0.000473784,0.00007311066,0.00001311359,0.0009267412,0.0001583895,0.0007571838],"category_scores_gemma":[0.0007923641,0.0001032784,0.0006908014,0.004149619,0.0001137154,0.0000719643,0.0000969148,0.0002731331,0.00003381112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006722604,"about_ca_system_score_gemma":0.0001072477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460933,"about_ca_topic_score_gemma":0.003830533,"domain_scores_codex":[0.9969907,0.0001991625,0.002196861,0.0002849846,0.0001723143,0.0001559486],"domain_scores_gemma":[0.9956861,0.0001745419,0.002749681,0.001195661,0.0001782523,0.00001583094],"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":[0.000007789252,0.000303703,0.002239402,0.02510655,0.001624033,3.891925e-7,0.0088344,0.0001785875,0.000002335521,0.7623442,0.1880451,0.01131354],"study_design_scores_gemma":[0.0003122219,0.00004526893,0.08048994,0.01220236,0.000946096,7.716952e-7,0.0002793202,0.001263943,0.00002381179,0.00500728,0.899085,0.0003439108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004887915,0.1747032,0.0002239378,0.6996301,0.003231632,0.005737778,0.008124651,0.00003445746,0.1034263],"genre_scores_gemma":[0.5592343,0.2711846,0.0001238872,0.1099884,0.0003287022,0.0003541195,0.003141877,0.00009017831,0.05555388],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7573369,"threshold_uncertainty_score":0.8290632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289121647218445,"score_gpt":0.3122587475650149,"score_spread":0.1833465828431705,"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."}}