{"id":"W4247347208","doi":"10.1515/iupac.83.0306","title":"Thermal Bleaching","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003806412,0.0004322789,0.0006605309,0.0001305254,0.0003586824,0.0005019798,0.0004448366,0.0001609101,0.114102],"category_scores_gemma":[0.0001152893,0.0002624776,0.0002770085,0.00002744807,0.000234361,0.0001913126,0.000173056,0.0002880534,0.00002332213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092782,"about_ca_system_score_gemma":0.0001319705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704221,"about_ca_topic_score_gemma":0.01681253,"domain_scores_codex":[0.9979033,0.0001062366,0.0004737487,0.0004000485,0.0007296776,0.0003869424],"domain_scores_gemma":[0.9986375,0.0000490678,0.0002747479,0.0005811313,0.0003588053,0.00009873883],"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":[0.00004938957,0.00006904482,3.362396e-7,0.00009660778,0.0001926932,0.00003974886,0.0004358851,6.984265e-7,0.00005593557,0.0002783624,0.9966924,0.002088875],"study_design_scores_gemma":[0.0002928481,0.00007044127,0.000001184733,0.0002450264,0.0002430947,0.000001827823,0.000269393,0.000001249408,0.00001179003,0.00008109123,0.9983602,0.0004219195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001257976,0.0004113793,0.000002276406,0.0004820718,0.001398925,0.000143058,0.9953747,0.0001002226,0.0008293339],"genre_scores_gemma":[0.0002550714,0.0001708994,0.00000627663,0.0002746498,0.006002908,0.00001015932,0.986994,0.00004291139,0.006243081],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1140787,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662052388509468,"score_gpt":0.3559457702872694,"score_spread":0.3293252464021747,"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."}}