{"id":"W6988061085","doi":"","title":"What's the Consensus on Incumbency Advantage in Canada's Territories","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Production (economics); Margin (machine learning); Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027754,0.0002553779,0.001174614,0.002916095,0.01979287,0.02224948,0.002650778,0.004463294,0.0109244],"category_scores_gemma":[0.02640641,0.0003591791,0.0005002026,0.005692963,0.02002686,0.005782916,0.003514674,0.004459004,0.0005371717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1250109,"about_ca_system_score_gemma":0.211464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867412,"about_ca_topic_score_gemma":0.992413,"domain_scores_codex":[0.9888544,0.001170352,0.0002224337,0.001085389,0.003631478,0.005035949],"domain_scores_gemma":[0.9660787,0.007329981,0.001323873,0.00109654,0.0178698,0.006301146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002249495,0.00006398399,0.0402886,0.000339029,0.0001980013,0.0003352843,0.04188294,0.00240213,0.0004882297,0.713506,0.1296901,0.07058074],"study_design_scores_gemma":[0.0001048355,0.00005598216,0.1760214,0.00143065,0.0002915977,0.0001152035,0.2137327,0.002012122,0.0008735347,0.1993837,0.405613,0.0003653153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3166302,0.009355563,0.001305426,0.2768152,0.00076264,0.00005387293,0.0008553715,0.00005034273,0.3941714],"genre_scores_gemma":[0.9865261,0.00135046,0.0001933948,0.005430653,0.00007178491,0.000008161333,0.00007554901,0.0000221431,0.006321724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1250109,"threshold_uncertainty_score":0.9070219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258263077530845,"score_gpt":0.2680796784463495,"score_spread":0.255497047671041,"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."}}