{"id":"W4206141095","doi":"10.4018/978-1-7998-7304-4.ch008","title":"Not Set in Stone","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in public policy and administration (APPA) book series","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referendum; Democracy; Constitution; Politics; Government (linguistics); Political science; Public administration; Work (physics); Accommodation; Civil society; Law; Sociology; Engineering","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":[0.0004709736,0.0002172104,0.0003341535,0.001173444,0.0008585983,0.0004183525,0.0002642854,0.000242371,0.002736532],"category_scores_gemma":[0.000234612,0.0003159029,0.00006707638,0.0001957499,0.001436958,0.004432546,0.00006762153,0.0004626132,0.00001944901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125307,"about_ca_system_score_gemma":0.003994219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0321939,"about_ca_topic_score_gemma":0.8692074,"domain_scores_codex":[0.9982339,0.00009241594,0.0004358177,0.0004075759,0.000431634,0.0003986782],"domain_scores_gemma":[0.9991858,0.0001096746,0.0002406174,0.0002040309,0.00004268107,0.0002171676],"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":[0.00003255139,0.00001418242,0.00002285629,0.00003859869,0.000006239991,0.00004364293,0.003016225,0.000001600104,8.534826e-7,0.9909129,0.0008985249,0.005011862],"study_design_scores_gemma":[0.0001759078,0.00008591999,0.00009296954,0.00003840742,0.000005825476,0.000009829018,0.0008596025,3.314628e-7,0.000001162879,0.03135091,0.9670738,0.0003053129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001324501,0.006030289,0.000001243609,0.01318926,0.0003398378,0.0002865532,0.0003426515,0.00005023426,0.9796275],"genre_scores_gemma":[0.02693021,0.09658664,0.00003694342,0.001723345,0.0006433172,0.00008983545,0.0001553119,0.00003368074,0.8738007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9661753,"threshold_uncertainty_score":0.9999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259721340082054,"score_gpt":0.2996376133192582,"score_spread":0.2736654793110528,"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."}}