{"id":"W4309655760","doi":"10.3148/cjdpr-2022-046","title":"Assessing dietary patterns: Capturing the complexity of a “way of life”","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Gerontology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001133593,0.0004643533,0.0004763726,0.002466261,0.0006836564,0.003280982,0.0005608666,0.0005941381,0.001043124],"category_scores_gemma":[0.006027786,0.0003470565,0.0005997365,0.00308522,0.0008517397,0.001766429,0.001335898,0.0006769029,0.0001463941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008453659,"about_ca_system_score_gemma":0.001118858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05441591,"about_ca_topic_score_gemma":0.1629499,"domain_scores_codex":[0.9992576,0.000283712,0.00006241479,0.0001762605,0.0001710538,0.00004892835],"domain_scores_gemma":[0.9979568,0.0009572665,0.0004266404,0.000253697,0.000294063,0.0001116278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001370669,0.00009255661,0.8613234,0.0004412085,0.0007529225,0.00008581026,0.004262772,0.005916329,0.006808094,0.003877251,0.001270788,0.1150318],"study_design_scores_gemma":[0.000006570203,0.0001085031,0.9416273,0.000140949,0.0001650918,0.0002511736,0.005566372,0.0312707,0.001007425,0.01303063,0.006753074,0.0000722111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151367,0.0009823268,0.07354695,0.0006535466,0.00003424125,0.00009099792,0.001744743,0.0001216514,0.00768888],"genre_scores_gemma":[0.9525684,0.0004443675,0.04552454,0.0001091579,0.00001120801,0.00005645621,0.0008748021,0.00001942521,0.0003914932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05441591,"threshold_uncertainty_score":0.1081983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164211824089441,"score_gpt":0.3529682039809751,"score_spread":0.236547021572031,"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."}}