{"id":"W7133264054","doi":"10.2310/6620.2010.00008bb","title":"Patch Testing Primer","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007634975,0.00005190997,0.00005519892,0.00001969451,0.00009613235,0.00007928273,0.0001085794,0.00003013057,0.003350564],"category_scores_gemma":[0.0001045383,0.00004385598,0.00001166257,0.00006870167,0.00004660881,0.0001608857,0.00003112334,0.00005677098,0.0007609411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002766116,"about_ca_system_score_gemma":0.00002543088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002372989,"about_ca_topic_score_gemma":0.00006832614,"domain_scores_codex":[0.9995574,0.00001917506,0.0001096831,0.00008554885,0.000102638,0.0001255962],"domain_scores_gemma":[0.9997164,0.00003059278,0.00003483071,0.0001326813,0.00003956297,0.00004594306],"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":[2.396948e-7,0.000008079598,0.006245814,0.00001024852,8.470289e-7,0.000003104751,0.0003015588,0.000001503518,0.9817852,0.0005499382,0.006444812,0.004648641],"study_design_scores_gemma":[0.0001005017,0.000008433636,0.01842795,0.00001055064,0.00000306259,0.00003996864,0.00002268019,0.0004305365,0.8673771,0.0004364875,0.1130241,0.000118632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958688,0.00006278747,0.001191813,0.000843914,0.0006293305,0.00005759417,0.00001038084,0.0001692508,0.03834692],"genre_scores_gemma":[0.9904087,0.000001783983,0.006946157,0.001917549,0.00007732824,0.00000753636,0.000003390887,0.000007868589,0.0006296835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144081,"threshold_uncertainty_score":0.9975605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191476106674695,"score_gpt":0.2320633241910478,"score_spread":0.2101485631243009,"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."}}