{"id":"W4385310877","doi":"10.59962/9780774867931-001","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001984068,0.000103179,0.0003426149,0.00004054252,0.0009797709,0.0001598736,0.0006661732,0.000277122,0.009511197],"category_scores_gemma":[0.000009917386,0.0003004892,0.0002213984,0.000007354522,0.0006406777,0.00007045464,0.00035505,0.000397167,0.00001381789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689792,"about_ca_system_score_gemma":0.0003627234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7279947,"about_ca_topic_score_gemma":0.7698651,"domain_scores_codex":[0.9985518,0.00007717541,0.0001817586,0.0003336142,0.000520109,0.0003355313],"domain_scores_gemma":[0.9990357,0.00005173327,0.000247248,0.0002741989,0.000171904,0.0002192344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000013725,0.00005090428,0.00004652096,0.0001269958,0.0001900683,0.0004914473,0.004386696,6.562594e-7,5.757362e-7,0.3770066,0.5862796,0.03140629],"study_design_scores_gemma":[0.0003117041,0.00003629681,0.00008750367,0.0001268668,0.00007706503,0.00000383387,0.0003680024,7.548481e-7,1.080736e-7,0.01056189,0.9881615,0.0002644664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002957064,0.0001521362,0.000002563715,0.00003635264,0.0004010586,0.0003967072,0.001139691,0.00006895075,0.9975069],"genre_scores_gemma":[0.006173679,0.0006232529,0.00005216314,0.00004533265,0.0001255472,4.918974e-7,0.00003593111,0.0000264503,0.9929172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4018819,"threshold_uncertainty_score":0.9999447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855037643769006,"score_gpt":0.2383560698179293,"score_spread":0.1998056933802392,"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."}}