{"id":"W4242272351","doi":"10.1515/iupac.83.0240","title":"Radiation Desorption","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":[0.0002031725,0.0002559464,0.0003312227,0.0002182671,0.00006836366,0.00003922221,0.0001840503,0.0003154701,0.005325763],"category_scores_gemma":[0.0004410682,0.0002104791,0.0001841314,0.000192926,0.00003092797,0.0001252515,0.00005008177,0.0003078895,0.00001779285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571323,"about_ca_system_score_gemma":0.0001540626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104419,"about_ca_topic_score_gemma":0.0001712316,"domain_scores_codex":[0.9984351,0.0000203898,0.0003849101,0.0003220817,0.0006100642,0.0002274435],"domain_scores_gemma":[0.9988359,0.00007659103,0.00020207,0.0005358608,0.0002328989,0.0001167126],"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":[0.00001830036,0.00006724772,0.000001806617,0.00003947695,0.00007129669,0.00000305499,0.000002861101,0.00003810266,0.001233235,0.00002165364,0.9895559,0.008947078],"study_design_scores_gemma":[0.00042457,0.00001868264,0.00001624586,0.000100154,0.0001257909,0.000005142975,0.000004798101,0.0001787722,0.0007033302,0.00002579617,0.9981309,0.0002658642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001464062,0.0002314737,0.004803901,0.0002902613,0.000499033,0.0001229135,0.9937541,0.000116552,0.00003536619],"genre_scores_gemma":[0.00008735614,0.0007148094,0.0000243164,0.00007140542,0.001169341,0.0000184904,0.9971505,0.00002967331,0.0007341062],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008681214,"threshold_uncertainty_score":0.9955835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061179836541154,"score_gpt":0.3611478307948628,"score_spread":0.3505360324294513,"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."}}