{"id":"W3160456410","doi":"","title":"Weighing Challenges, stimulus hopes in US, Canada","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","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":[0.008402375,0.0005688117,0.0005647175,0.002138352,0.03220933,0.02213657,0.00288303,0.00944619,0.02783298],"category_scores_gemma":[0.01951806,0.0005829578,0.0006271944,0.003571695,0.007996179,0.005354941,0.006241564,0.01016879,0.001608344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1257519,"about_ca_system_score_gemma":0.449526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877108,"about_ca_topic_score_gemma":0.9958858,"domain_scores_codex":[0.9870946,0.000946464,0.0002885564,0.0006026744,0.004447276,0.006620482],"domain_scores_gemma":[0.9784769,0.001054628,0.0002692224,0.000219567,0.005990654,0.01398892],"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":[0.00009885644,0.0001070076,0.004729712,0.0001474731,0.00002837941,0.0004222322,0.002816944,0.0004770228,0.0002226522,0.07596043,0.8686801,0.04630915],"study_design_scores_gemma":[0.00007946057,0.00007300249,0.01488466,0.0006519406,0.00003810263,0.0001365257,0.02580066,0.0005330479,0.000291572,0.01374802,0.9436088,0.0001542656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01825887,0.01537516,0.0002905897,0.8255265,0.005612575,0.00008539233,0.0006926921,0.0001139169,0.1340442],"genre_scores_gemma":[0.4464561,0.02486558,0.002362456,0.3377359,0.001782842,0.0001529457,0.000977984,0.0003002317,0.1853659],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1257519,"threshold_uncertainty_score":0.9123985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273452116561999,"score_gpt":0.3400824314176591,"score_spread":0.2773479102520391,"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."}}