{"id":"W4413564005","doi":"10.47611/jsrhs.v13i3.7467","title":"Unintended Consequences of Sunscreen","year":2024,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Unintended consequences; Internet privacy; Business; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033644,0.00004102897,0.0001675612,0.0004999988,0.00003675714,0.00003839298,0.0001260949,0.00002839661,0.0003669846],"category_scores_gemma":[0.0001981935,0.00002615571,0.00009365392,0.0004124311,0.0003428514,0.00006218138,0.0000466011,0.0006187167,0.00001571145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007801998,"about_ca_system_score_gemma":0.000303258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000357044,"about_ca_topic_score_gemma":0.0000017776,"domain_scores_codex":[0.9983326,0.0000973202,0.0002958468,0.00006871011,0.001063337,0.0001421833],"domain_scores_gemma":[0.9989926,0.0001455273,0.00004836854,0.00007688927,0.0006411173,0.00009554314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00113323,0.0008595133,0.09709493,0.001172768,0.001712393,0.007589296,0.00578218,0.00001652526,0.758269,0.02980415,0.03697611,0.05958992],"study_design_scores_gemma":[0.005527777,0.009598786,0.3508576,0.01159791,0.0002976594,0.01047808,0.04337288,0.0003024731,0.4211684,0.01418386,0.132291,0.0003235361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584101,0.004194101,0.00021666,0.02088685,0.0003567618,0.0002194325,0.000001010804,0.00001463713,0.0157004],"genre_scores_gemma":[0.9966966,0.0003844851,0.0001863593,0.000032524,0.0002192971,0.000001423462,1.503497e-7,0.000005707305,0.002473443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3371006,"threshold_uncertainty_score":0.4018224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128873421904093,"score_gpt":0.544186874507208,"score_spread":0.2312995323167988,"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."}}