{"id":"W2802977693","doi":"10.1186/s12889-018-5127-0","title":"Nutritional quality of new food products released into the Australian retail food market in 2015 – is the food industry part of the solution?","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Deakin University","keywords":"Quality (philosophy); Biostatistics; Medicine; Food industry; Food products; Marketing; Food supply; Descriptive statistics; Environmental health; Agricultural science; Public health; Business; Food science; Agricultural economics; Economics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002271451,0.0001275381,0.000207199,0.0012069,0.0004317556,0.001073348,0.0004308525,0.0003525704,0.002072942],"category_scores_gemma":[0.004691756,0.0002136397,0.0003839292,0.001144179,0.0006812416,0.0009425692,0.0009611012,0.0007120578,0.0002781487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550372,"about_ca_system_score_gemma":0.0006605797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04080082,"about_ca_topic_score_gemma":0.04585955,"domain_scores_codex":[0.9986162,0.000323094,0.000160559,0.0001766131,0.0006071617,0.0001164006],"domain_scores_gemma":[0.9955395,0.0003540808,0.00259471,0.0001599598,0.0009044632,0.0004471938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826164,0.0001236747,0.9715989,0.0002712649,0.00008271661,0.0001250693,0.004848064,0.0000566589,0.0006568052,0.0001860102,0.0009854437,0.02088281],"study_design_scores_gemma":[0.000001026416,0.00006686777,0.9982844,0.00003310712,0.000007410949,0.00003919237,0.0006466097,0.00005648116,0.00007401523,0.00001852058,0.0007683859,0.000003940838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967734,0.0005826157,0.00005169825,0.0003062762,0.000007781255,0.00002273217,0.0005804935,0.000003450344,0.001671649],"genre_scores_gemma":[0.9982231,0.0003949483,0.0001845452,0.0001440985,0.000005456272,0.00001489272,0.0003737755,0.000001794157,0.0006573325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080082,"threshold_uncertainty_score":0.08112663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720429343766378,"score_gpt":0.3735145220681756,"score_spread":0.2014715876915378,"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."}}