{"id":"W7081969637","doi":"10.52230/dqyb3577","title":"Cheryl N. Collier and Jonathan Malloy (Editors), The Politics of Ontario, Second Edition","year":2025,"lang":"en","type":"article","venue":"Journal of Australian Canadian and Aotearoa New Zealand Studies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Politics; Metropolitan area; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002670739,0.0001028532,0.0002275418,0.00010187,0.0001563323,0.0000633594,0.0002008088,0.00006747639,0.00002954123],"category_scores_gemma":[0.0000672248,0.00007020957,0.00004395489,0.000122361,0.0001240254,0.0001215792,0.00005039503,0.0002229046,3.288875e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108325,"about_ca_system_score_gemma":0.0008286553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0303123,"about_ca_topic_score_gemma":0.1326326,"domain_scores_codex":[0.9992769,0.00002158004,0.0002625858,0.0001106461,0.0001131055,0.0002152146],"domain_scores_gemma":[0.9993047,0.0000730634,0.0001431969,0.0001110583,0.0001626838,0.0002053246],"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":[0.000003995736,0.000005984766,0.006151658,0.00003652369,0.0001339773,0.00002622125,0.004660057,0.000008797707,0.00007036186,0.0007861076,0.9876198,0.0004964966],"study_design_scores_gemma":[0.0002946875,0.00007266869,0.04711467,0.00009099231,0.00002619697,0.00007381888,0.0006428782,0.000008202928,0.0003183208,0.01146316,0.9398259,0.00006849219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.4494237,0.0006706561,0.0000103094,0.5420181,0.002479412,0.0001563453,0.00002197645,0.000008416613,0.005211127],"genre_scores_gemma":[0.1613955,0.0001278529,0.0006241128,0.0005112533,0.0007623167,7.777244e-7,7.239301e-7,0.000001688761,0.8365757],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8313646,"threshold_uncertainty_score":0.9761449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188642207296189,"score_gpt":0.2439035676803968,"score_spread":0.2250393469507779,"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."}}