{"id":"W6921418497","doi":"10.60870/w045-g464","title":"Framing Challenges and Opportunities for Canada","year":2024,"lang":"en","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Framing (construction); Narrative; Negotiation; Cognitive reframing","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"],"consensus_categories":[],"category_scores_codex":[0.000948319,0.0005339836,0.0007924168,0.0002604471,0.00009811037,0.0001177331,0.000196273,0.0004102313,0.0000336966],"category_scores_gemma":[0.0005637404,0.0005117448,0.0001488619,0.00005077609,0.0001165751,0.00007175174,0.0001993019,0.0004752288,0.00002209646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369545,"about_ca_system_score_gemma":0.01736784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2180188,"about_ca_topic_score_gemma":0.7352597,"domain_scores_codex":[0.9969916,0.00003792996,0.0005530413,0.0007965548,0.001092867,0.0005279927],"domain_scores_gemma":[0.9979504,0.0002833733,0.0003443586,0.0005856561,0.0005830707,0.0002531493],"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":[0.00001290073,0.00001882073,0.00000658956,0.01179864,0.0008240606,0.003260283,0.0003831048,0.000001244586,0.00008095902,0.002953818,0.798417,0.1822426],"study_design_scores_gemma":[0.00009428414,0.00003310498,0.00005349381,0.0009003129,0.0003624706,0.0007782448,0.001485625,0.00002572526,0.00008143822,0.000855493,0.9947718,0.0005580228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001797166,0.4669321,0.000005037905,0.00167373,0.00436257,0.0007916891,0.001760586,0.0003567104,0.5223204],"genre_scores_gemma":[0.2015024,0.2812616,0.000522919,0.0003686917,0.006043235,0.001920856,0.001861474,0.00281835,0.5037006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5172409,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198250624742562,"score_gpt":0.3226259904907346,"score_spread":0.1028009280164784,"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."}}