{"id":"W7093746538","doi":"","title":"9781552386729.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Affect (linguistics); Government (linguistics); Moderation; Control (management)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006412096,0.0001795286,0.0002377053,0.000564619,0.002893269,0.0009993801,0.001046506,0.0001604341,0.9965221],"category_scores_gemma":[0.0001354517,0.0002072985,0.000160967,0.0005372614,0.0008096661,0.0001791142,0.0001472854,0.0003992834,0.9534721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625376,"about_ca_system_score_gemma":0.001718188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4777397,"about_ca_topic_score_gemma":0.8861938,"domain_scores_codex":[0.9979494,0.0003413252,0.0002145616,0.0003733296,0.0007419449,0.0003794252],"domain_scores_gemma":[0.9988771,0.0001044568,0.0002883911,0.0005342514,0.00003793385,0.0001578581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002609979,0.00001904998,0.00002673815,0.00001011175,0.00004677281,0.000007836204,0.001127096,5.620673e-7,5.650899e-7,0.01658561,0.196713,0.7854601],"study_design_scores_gemma":[0.0001224262,0.00001014233,0.00009411886,0.00001487361,0.00006101267,0.000001833583,0.0008704697,6.802316e-7,5.896579e-8,0.0006323901,0.9979247,0.000267219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004224886,0.00001363719,0.00001226139,0.003323624,0.002166908,0.0005532377,4.596751e-8,0.000168501,0.9937575],"genre_scores_gemma":[0.00005322238,0.0005591048,0.00005830359,0.001024047,0.001337839,0.0001220499,0.000264371,0.0002055289,0.9963756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8012118,"threshold_uncertainty_score":0.9984048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163107267113726,"score_gpt":0.249117761389993,"score_spread":0.2374866887188558,"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."}}