{"id":"W4250764544","doi":"10.1007/978-3-319-33648-0_15","title":"Conclusion","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Overconsumption; Public economics; Excise; Pooling; Economics; Business; Portfolio; Tax revenue; Consumption (sociology); Finance; Financial crisis; Computer science; Macroeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002061712,0.0004062353,0.0002681444,0.0008127693,0.001871241,0.00481553,0.001230958,0.001462519,0.2408564],"category_scores_gemma":[0.006675072,0.000127526,0.0004610133,0.000705092,0.001128795,0.002766388,0.00242822,0.001995411,0.08115704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537391,"about_ca_system_score_gemma":0.00409961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007384501,"about_ca_topic_score_gemma":0.01135423,"domain_scores_codex":[0.9985165,0.0002331187,0.00004196186,0.0002728856,0.0007122608,0.0002231582],"domain_scores_gemma":[0.9983212,0.0002883574,0.00005592121,0.0001515567,0.0008760553,0.000306901],"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":[0.00006552298,0.00004440654,0.001109013,0.0002479736,0.00001041759,0.0001681589,0.001264882,0.0001271816,0.0003491389,0.1468013,0.7005352,0.1492769],"study_design_scores_gemma":[0.000005580112,0.000006544913,0.0005674395,0.0002082584,0.000005356846,0.00007521939,0.001066845,0.00002820528,0.0001913295,0.01225871,0.9855828,0.000003590905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00153372,0.001266304,0.002659593,0.02607506,0.004615982,0.0000614338,0.000589257,0.0002006237,0.9629979],"genre_scores_gemma":[0.02074078,0.001788417,0.002323187,0.02534797,0.0009388612,0.00009358499,0.0008571617,0.0002803647,0.9476296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7591436,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987744860195649,"score_gpt":0.2662975382844232,"score_spread":0.2464200896824667,"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."}}