{"id":"W7110233850","doi":"10.5281/zenodo.17850206","title":"Open Politics","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Politics; Supreme court; Open government; Legislature; Economic Justice; Power (physics); Order (exchange); Public interest; Audit","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":[0.007049348,0.000503818,0.0004870626,0.001853361,0.005043514,0.01612136,0.001336513,0.005349365,0.0815305],"category_scores_gemma":[0.02327688,0.0004470437,0.0007748526,0.00172743,0.01045447,0.01288941,0.008872101,0.005152909,0.03275904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003196361,"about_ca_system_score_gemma":0.00466825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615484,"about_ca_topic_score_gemma":0.001720369,"domain_scores_codex":[0.9897956,0.003151282,0.0005133515,0.001898618,0.003723133,0.0009179459],"domain_scores_gemma":[0.9876155,0.004588377,0.000804874,0.003881354,0.001815691,0.001294327],"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":[0.000008000979,0.00001099091,0.0001433571,0.00004586955,0.000003837923,0.00003927793,0.000574248,0.00005772088,0.0001471293,0.9316191,0.04504665,0.02230378],"study_design_scores_gemma":[0.000004687674,0.000008840206,0.0001917209,0.0001735139,0.000003176074,0.0001071846,0.0003240964,0.0001113002,0.0002483747,0.2031455,0.7956711,0.00001051043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001761545,0.00232115,0.03331607,0.02399799,0.001902937,0.0001000151,0.0002979796,0.0007451767,0.9355571],"genre_scores_gemma":[0.1948837,0.006847464,0.02501388,0.03162643,0.005435839,0.0006166297,0.001419249,0.002094945,0.7320619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0815305,"threshold_uncertainty_score":0.2727467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531377844745883,"score_gpt":0.3609546477952323,"score_spread":0.2756408693477735,"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."}}