{"id":"W6912993728","doi":"10.5683/sp3/neg5vb","title":"V-Dem (Varieties of Democracy) v12 dataset, all variables, trimmed to 12 countries","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Set (abstract data type); Variety (cybernetics); Row; Variable (mathematics); Data set; Sample (material)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009265473,0.001074823,0.0009611277,0.003059609,0.0004378552,0.001703142,0.001283364,0.0006329188,0.05001052],"category_scores_gemma":[0.005255218,0.0004991514,0.0007856697,0.005782146,0.0002440964,0.0009154603,0.001363736,0.001343798,0.04624695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009387732,"about_ca_system_score_gemma":0.001730892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473648,"about_ca_topic_score_gemma":0.03127622,"domain_scores_codex":[0.9988734,0.0002125543,0.0001456539,0.0002976427,0.0002774153,0.0001932439],"domain_scores_gemma":[0.9978266,0.0005007802,0.0003497718,0.0004933354,0.0006624703,0.0001670382],"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":[0.00009457004,0.00003158565,0.007668199,0.0003866091,0.00005508284,0.00003049018,0.00006822059,0.000497547,0.0001113539,0.001289242,0.9844925,0.005274595],"study_design_scores_gemma":[0.0001890786,0.00003741657,0.04902707,0.0002224381,0.00005256737,0.00009889647,0.0003153038,0.0006071423,0.0006039004,0.001372278,0.94743,0.00004381266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007324699,0.00003623583,0.0001448306,0.00005115395,0.00002085955,0.00001373373,0.9973161,0.0002511569,0.001433527],"genre_scores_gemma":[0.002420488,0.0000327301,0.0004539986,0.00003652317,0.00001176839,0.0001110303,0.9952923,0.0001362339,0.001504983],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05001052,"threshold_uncertainty_score":0.1673018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601959670409465,"score_gpt":0.2973763562812767,"score_spread":0.2613567595771821,"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."}}