{"id":"W353587074","doi":"10.21991/c9t36q","title":"ON SENATE REFORM","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Advanced Mathematical Identities","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Public administration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003293886,0.0004760178,0.0005024389,0.0003092294,0.0008851776,0.00005920294,0.0004720556,0.0002306407,0.001159111],"category_scores_gemma":[0.00124822,0.0004136158,0.0003028539,0.0003136238,0.004490919,0.0007942711,0.0002282223,0.0004080342,0.001356681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094336,"about_ca_system_score_gemma":0.0004181905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003002106,"about_ca_topic_score_gemma":0.00005400613,"domain_scores_codex":[0.9970481,0.00004786386,0.0008011982,0.0005727664,0.0006512586,0.0008787868],"domain_scores_gemma":[0.9981208,0.0003074575,0.0002693688,0.0006992207,0.0003068309,0.0002962713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008754172,0.0003373998,0.0001520366,0.00006531964,0.00009053131,0.00006282821,0.00009115098,0.00001599501,0.0001218133,0.9940248,0.004829506,0.0001211366],"study_design_scores_gemma":[0.0009694628,0.00009303844,0.00003545579,0.0003249464,0.00006508343,0.0003295378,0.001030453,0.0001313223,0.00333137,0.9881316,0.005023002,0.0005346899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01213065,0.0001785905,0.2392683,0.0009802618,0.001496804,0.0008319095,0.0001910211,0.0008107564,0.7441117],"genre_scores_gemma":[0.9768401,0.0000203048,0.01941698,0.0006825754,0.00008605231,0.0001374688,0.00003019496,0.00002992485,0.002756353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9647095,"threshold_uncertainty_score":0.9998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07118986060672176,"score_gpt":0.3008038626989468,"score_spread":0.229614002092225,"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."}}