{"id":"W4240830225","doi":"10.1515/iupac.83.0251","title":"Radiodesorption","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","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; Philosophy; History; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001922425,0.0002842766,0.000399657,0.0001960708,0.00006410071,0.00003886221,0.0002384609,0.0003161803,0.008607104],"category_scores_gemma":[0.0003496338,0.0002237982,0.000224736,0.0001776375,0.00004374663,0.00009601012,0.00006788762,0.0003710566,0.00001831193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739923,"about_ca_system_score_gemma":0.0001535271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008013382,"about_ca_topic_score_gemma":0.0001580664,"domain_scores_codex":[0.9983523,0.00001745429,0.0003824622,0.0003493788,0.0006408434,0.000257489],"domain_scores_gemma":[0.9987317,0.00007174986,0.0001654525,0.0006632835,0.0002331978,0.0001345686],"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":[0.00001870763,0.00007881906,5.463152e-7,0.00004686522,0.00008904788,0.000006575589,0.000002244678,0.00001916911,0.001371049,0.0000252394,0.9957066,0.002635115],"study_design_scores_gemma":[0.0004032232,0.00001843309,0.000004113277,0.0001364302,0.0001281514,0.00001009712,0.00000492405,0.0001025222,0.0004787225,0.0000223831,0.9983992,0.0002917738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005877881,0.0002216962,0.003603741,0.0003185139,0.0004941672,0.000106118,0.9950023,0.0001271623,0.00006749946],"genre_scores_gemma":[0.00003455062,0.0005191467,0.00003162405,0.00007771658,0.001141819,0.00001569138,0.9967663,0.00003233466,0.00138083],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008588793,"threshold_uncertainty_score":0.9922991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173413133282561,"score_gpt":0.3629084932369038,"score_spread":0.3511743619040781,"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."}}