{"id":"W1827439841","doi":"10.21991/c9w66c","title":"Notes from an Insider: Some Bold Ideas on Senate Reform","year":2015,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Courage; Suspect; Witness; Insider; Political science; Law; Boldness; Law and economics; Sociology; Psychology; Social psychology; Personality","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":["sts"],"category_scores_codex":[0.0005583119,0.0003484384,0.0003582104,0.0002274247,0.001965033,0.000228875,0.0005361952,0.0003290338,0.0001705571],"category_scores_gemma":[0.001445608,0.0003534656,0.0001839519,0.0003913364,0.006341724,0.001952832,0.0001052387,0.0003753429,0.0008160559],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599576,"about_ca_system_score_gemma":0.005750491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1173262,"about_ca_topic_score_gemma":0.09424604,"domain_scores_codex":[0.9967027,0.0001432565,0.0004976497,0.0006338582,0.0009905007,0.001031976],"domain_scores_gemma":[0.9976162,0.0001835224,0.0002271265,0.0005015887,0.0003395654,0.001132039],"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":[0.00008854106,0.0001068153,0.00188524,0.00000285562,0.00004140191,0.00005388813,0.000524005,0.0003150701,0.00004721838,0.9723569,0.02375328,0.0008247933],"study_design_scores_gemma":[0.00137012,0.00008922732,0.000634797,0.0001567845,0.00003163804,0.00003116938,0.002349018,0.000135282,0.0004106918,0.2833849,0.7108225,0.0005837864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2298194,0.004585032,0.007603807,0.3253236,0.01160099,0.002091825,0.01044887,0.001216247,0.4073102],"genre_scores_gemma":[0.9777301,0.0001052519,0.0003057205,0.01987041,0.001042563,0.00004658789,0.0001909517,0.00001403888,0.0006943737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7479107,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258631432976136,"score_gpt":0.3071328447252197,"score_spread":0.2645465303954583,"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."}}