{"id":"W4252370585","doi":"10.1515/iupac.83.0158","title":"Photocatalyst","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Photocatalysis; Glossary; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009832096,0.002104973,0.001577574,0.004702979,0.0009756311,0.003111491,0.002397581,0.001534339,0.08413941],"category_scores_gemma":[0.005476017,0.0006165392,0.001989,0.008011104,0.0003124823,0.00206591,0.001950775,0.001881476,0.1389825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701725,"about_ca_system_score_gemma":0.002674546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559862,"about_ca_topic_score_gemma":0.02817906,"domain_scores_codex":[0.9982579,0.0002095646,0.000278804,0.0005709226,0.0004927797,0.0001900212],"domain_scores_gemma":[0.998076,0.0004468863,0.0002376107,0.0005620425,0.0005559058,0.0001216399],"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":[0.0002080438,0.00005895973,0.002283524,0.003829373,0.00009906381,0.00004585453,0.0000397393,0.0006031178,0.0007698095,0.001462217,0.9732878,0.01731246],"study_design_scores_gemma":[0.0001197627,0.00002287273,0.003882014,0.0004173875,0.00005110671,0.00007695402,0.00005385327,0.0002868376,0.0007175787,0.001244423,0.9931012,0.00002585745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002034243,0.0002349927,0.0001166158,0.00004634991,0.00002583947,0.00002327322,0.9971477,0.0003479703,0.00185386],"genre_scores_gemma":[0.0003385778,0.0001785064,0.0003637816,0.00005231352,0.000005410769,0.00007454136,0.9977859,0.00006017679,0.001140826],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08413941,"threshold_uncertainty_score":0.2814744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301641084280855,"score_gpt":0.3939172041647514,"score_spread":0.3809007933219429,"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."}}