{"id":"W4403401704","doi":"10.1007/978-3-031-70618-9_5","title":"Case Study 2: Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"History; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000467133,0.0003872761,0.0003954231,0.0001684325,0.001319965,0.000320001,0.0003272215,0.000205798,0.001030455],"category_scores_gemma":[0.0001092098,0.0004265167,0.00006038056,0.0001406494,0.0002129872,0.0002567984,0.0001989599,0.0003554579,0.00008652121],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003947095,"about_ca_system_score_gemma":0.025767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985923,"about_ca_topic_score_gemma":0.9991819,"domain_scores_codex":[0.9974495,0.00003056888,0.0004129522,0.0005011284,0.000737287,0.0008685525],"domain_scores_gemma":[0.9988694,0.00006876744,0.0001563961,0.0002899758,0.0002834739,0.0003320019],"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":[0.000007872252,0.000009246242,0.00002515749,0.000192631,0.0001416063,0.1268045,0.03018969,0.000001432546,1.55155e-8,0.6602607,0.1815964,0.0007707287],"study_design_scores_gemma":[0.00007045871,0.00002363389,0.00001724631,0.00006090531,0.00003793226,0.0002100395,0.08872364,4.231165e-8,0.000002361048,0.01271069,0.8976538,0.0004893072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003979447,0.001266259,4.760069e-7,0.003336625,0.0005989841,0.001107871,0.0001328217,0.0001046874,0.9894728],"genre_scores_gemma":[0.03767294,0.0001030334,0.00002631991,0.0005452371,0.0003444718,0.0000707095,0.00001218377,0.00006497634,0.9611601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7160573,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440367453242708,"score_gpt":0.2480255946599539,"score_spread":0.2336219201275268,"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."}}