{"id":"W4256193762","doi":"10.1515/iupac.83.0107","title":"In-Scattering","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","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","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":[0.0004563473,0.000432065,0.0007274388,0.0003483263,0.00005712713,0.00006314852,0.0005344124,0.0004067764,0.01124681],"category_scores_gemma":[0.0001136272,0.0003376822,0.0002238059,0.000233242,0.00006348533,0.0001336669,0.0002076736,0.0004668813,0.00003129444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466407,"about_ca_system_score_gemma":0.0002544998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077185,"about_ca_topic_score_gemma":0.01427162,"domain_scores_codex":[0.9975143,0.00008519248,0.0005980399,0.0005670916,0.0007336768,0.000501662],"domain_scores_gemma":[0.9983798,0.00006588329,0.0002067718,0.001084975,0.0001288919,0.0001336442],"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":[0.00005522267,0.000128513,0.000005406793,0.00008155195,0.00006677508,0.0001607324,0.0000136405,0.00001391256,0.0002269112,0.00003010105,0.9969487,0.002268538],"study_design_scores_gemma":[0.0006990542,0.00005010185,0.00001966531,0.0002723953,0.00005089329,0.000008915989,0.0000105326,0.000003994492,0.0002498385,0.0002091408,0.997986,0.0004394836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003175864,0.000398485,0.00002174586,0.0003459854,0.0007932227,0.0001745882,0.9974464,0.00004101167,0.0004609279],"genre_scores_gemma":[0.0001118123,0.0006697233,0.00001883455,0.0004486977,0.0009629142,0.00002472688,0.9964322,0.00005558424,0.001275448],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01219444,"threshold_uncertainty_score":0.9999075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208601792049104,"score_gpt":0.3623284911405805,"score_spread":0.3502424732200895,"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."}}