{"id":"W23061083","doi":"10.1155/2012/541751","title":"Consumer Ratings for Sunscreen Cosmetics","year":2011,"lang":"en","type":"article","venue":"Zeszyty Naukowe / Uniwersytet Ekonomiczny w Poznaniu","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cosmetics; Advertising; Business; Internet privacy; Marketing; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000508334,0.0003692721,0.0005643359,0.0002797802,0.0002600075,0.00004673535,0.0002333748,0.0002240899,0.0008127529],"category_scores_gemma":[0.0002367966,0.0003520535,0.0003230656,0.000263851,0.0002083297,0.0001733445,0.00009326872,0.0003537763,0.0002319842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620914,"about_ca_system_score_gemma":0.0001874455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243815,"about_ca_topic_score_gemma":0.00001237987,"domain_scores_codex":[0.997926,0.00005899978,0.0005793744,0.0005837329,0.0001967722,0.00065512],"domain_scores_gemma":[0.9984034,0.0001730588,0.0002431999,0.0005604486,0.0002666413,0.0003532537],"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":[0.01548082,0.00469824,0.1072593,0.002149448,0.005071408,0.0005788557,0.04628849,0.00003542538,0.1428995,0.08599114,0.4609423,0.1286051],"study_design_scores_gemma":[0.01928057,0.002263384,0.02189226,0.0004982866,0.001232237,0.0005795378,0.008684798,0.002214405,0.2186579,0.002108586,0.7205471,0.002040978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524131,0.0007088966,0.02512545,0.00253743,0.003485685,0.005544405,0.0001222453,0.001191444,0.1088714],"genre_scores_gemma":[0.9708837,0.00007234144,0.01898416,0.002706943,0.000484888,0.000146736,0.00006557006,0.0001249441,0.00653071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596048,"threshold_uncertainty_score":0.9998931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08673691363483849,"score_gpt":0.2770546030375816,"score_spread":0.1903176894027431,"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."}}