{"id":"W4413988262","doi":"10.1017/s0008423925100553","title":"The Political Character of Agency and Board Appointments in Alberta","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; University of British Columbia Hospital","funders":"McGill University","keywords":"Character (mathematics); Politics; Agency (philosophy); Public administration; Political science; Business; Sociology; Law; Social science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001899748,0.00004472131,0.0001019474,0.0002882943,0.0004727344,0.0001786996,0.0005252,0.0000415788,0.00005266845],"category_scores_gemma":[0.005808541,0.0000319541,0.00003093772,0.0006154114,0.003585487,0.0002536995,0.00002516381,0.000175569,0.000002481857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456735,"about_ca_system_score_gemma":0.01226978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2923834,"about_ca_topic_score_gemma":0.3331859,"domain_scores_codex":[0.9981143,0.0001285636,0.0002810134,0.0000899861,0.0003561528,0.001029966],"domain_scores_gemma":[0.997579,0.000490058,0.00004618194,0.000087028,0.0001934798,0.001604265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002083885,0.000007450427,0.0151992,0.000002355807,0.000001958304,0.000006384966,0.0003423316,2.466853e-8,0.00003764586,0.983403,0.0001286321,0.0008689582],"study_design_scores_gemma":[0.0002108463,0.00006658147,0.7990586,0.00005922869,0.00000471522,0.000007866211,0.002783808,0.00002468366,0.0003673597,0.1685654,0.028781,0.0000699107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7374033,0.00004172156,0.0000121452,0.1451496,0.0002291861,0.00008374157,0.000006260864,9.189718e-7,0.1170732],"genre_scores_gemma":[0.9976537,0.000006139883,0.00002184536,0.001065208,0.00007004058,0.000001007858,6.37401e-8,0.000001097812,0.001180953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8148375,"threshold_uncertainty_score":0.9991262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836309419889354,"score_gpt":0.384777609822026,"score_spread":0.3564145156231325,"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."}}