{"id":"W4416383718","doi":"10.1093/oso/9780198807544.003.0003","title":"Elusive Consensus","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Tariff; Empire; Free trade; Treaty; Preference","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001764338,0.000175072,0.0002616572,0.00009696194,0.0004559513,0.00008936282,0.0002331462,0.0004163724,0.005692123],"category_scores_gemma":[0.00005151905,0.0001800055,0.0001498265,0.00001953825,0.0003490318,0.00001306471,0.00006273139,0.0002961597,0.000333393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607539,"about_ca_system_score_gemma":0.0008586904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008005524,"about_ca_topic_score_gemma":0.01293658,"domain_scores_codex":[0.9988919,0.00002747983,0.0002315988,0.0002383902,0.0002774865,0.0003330993],"domain_scores_gemma":[0.9991382,0.0001999763,0.00009687398,0.0002394633,0.0001456598,0.0001797995],"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":[0.000001273611,0.000002224864,0.000001547891,0.000009293703,0.00001912269,0.00001452022,0.0003914261,3.749458e-8,6.482098e-8,0.7395198,0.2586814,0.001359324],"study_design_scores_gemma":[0.00005146017,0.000006466355,0.000003163593,0.0000397586,0.00001967932,4.398132e-7,0.0001391122,5.641322e-7,7.029106e-7,0.2829833,0.7166136,0.000141739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002755007,0.0001337295,0.000008453258,0.01283026,0.0006814363,0.0002586863,0.00008709513,0.00009266329,0.9859049],"genre_scores_gemma":[0.002107984,0.0002880013,0.00011177,0.001857175,0.0005559791,0.000002472895,0.00001409304,0.00001409408,0.9950484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4579323,"threshold_uncertainty_score":0.9986002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04579952161576167,"score_gpt":0.3385646469165831,"score_spread":0.2927651253008214,"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."}}