{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007036124,0.001069691,0.0009250037,0.003221741,0.02236872,0.02455828,0.004222941,0.02075629,0.05534395],"category_scores_gemma":[0.01566599,0.0009186845,0.001405849,0.005213017,0.005500141,0.006290093,0.006729988,0.01367973,0.00497796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1498305,"about_ca_system_score_gemma":0.6214756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943241,"about_ca_topic_score_gemma":0.9964947,"domain_scores_codex":[0.9836155,0.001124991,0.0002506108,0.000651781,0.006418276,0.007939008],"domain_scores_gemma":[0.9802193,0.001894907,0.0003415918,0.0003305196,0.009146516,0.008067158],"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":[0.00003943428,0.00003166528,0.001021917,0.00009731174,0.00001261316,0.0001592161,0.0009248314,0.000261845,0.0001275158,0.08957895,0.8977818,0.009962922],"study_design_scores_gemma":[0.0000416005,0.00001679117,0.00325833,0.0003449388,0.00003272955,0.00004841858,0.01023811,0.0005493039,0.0002345704,0.02100775,0.9641353,0.0000920308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007416567,0.006432328,0.0007605497,0.8212838,0.006215239,0.0001438267,0.006199374,0.0002377975,0.1513105],"genre_scores_gemma":[0.1592415,0.01656582,0.006801352,0.2646669,0.002720455,0.0004220531,0.005598429,0.0005427617,0.5434408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1498305,"threshold_uncertainty_score":0.9860761,"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."}}