{"id":"W4234458056","doi":"10.15273/pnsis.v49i2.8167","title":"Council Reports","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003066594,0.0009025894,0.001014243,0.003975631,0.004235053,0.006738594,0.002490572,0.003993805,0.6841428],"category_scores_gemma":[0.01366455,0.0007464781,0.0008586781,0.003158537,0.0008808337,0.002347409,0.002883662,0.003420555,0.6472084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004538453,"about_ca_system_score_gemma":0.01492963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07027548,"about_ca_topic_score_gemma":0.1054453,"domain_scores_codex":[0.9955818,0.0002662288,0.0001802427,0.0004521633,0.002825285,0.0006943129],"domain_scores_gemma":[0.987028,0.0007256042,0.0003557137,0.002014563,0.008381383,0.001494725],"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":[0.0000267024,0.0000152981,0.00007296874,0.00006582433,0.000001898736,0.00001822831,0.00001579214,0.00001354298,0.0001110064,0.001484879,0.9859735,0.01220033],"study_design_scores_gemma":[0.00001006428,0.000005786903,0.0005291674,0.00005662089,0.000002137039,0.000009790936,0.00002736582,0.0000192016,0.00007609821,0.0002563905,0.9990034,0.0000041007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006136753,0.001143067,0.0003825292,0.006934961,0.01050728,0.0004776624,0.01263495,0.00103405,0.9662718],"genre_scores_gemma":[0.0008941994,0.0003305763,0.0001240759,0.001120873,0.0003569889,0.0001263947,0.002815615,0.0001917637,0.9940394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6841428,"threshold_uncertainty_score":0.450532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0861037504757895,"score_gpt":0.2265804283941749,"score_spread":0.1404766779183854,"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."}}