{"id":"W4236784295","doi":"10.1515/iupac.83.0195","title":"Photon Irradiance","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Irradiance; Chemistry; Nanotechnology; Materials science; Physics; Optics; Catalysis; 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":[0.0003275916,0.0006322351,0.0007243422,0.00009544269,0.0001463898,0.0001147649,0.001305401,0.0009006545,0.04657667],"category_scores_gemma":[0.001185234,0.0005323871,0.0002585545,0.0001504179,0.0002714569,0.0000853059,0.0003633835,0.001344457,0.00001612727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230301,"about_ca_system_score_gemma":0.00172708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687455,"about_ca_topic_score_gemma":0.0003901355,"domain_scores_codex":[0.995801,0.00002826389,0.0005414193,0.0008752664,0.001831386,0.0009226514],"domain_scores_gemma":[0.9965996,0.0001337491,0.0002942166,0.002029272,0.0004881997,0.0004549728],"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":[0.0001044097,0.0001660217,0.00001108565,0.0009649825,0.000136294,0.0002894547,0.000004939275,2.204501e-7,0.002138618,0.000002363533,0.9937403,0.002441378],"study_design_scores_gemma":[0.0009481336,0.00003207028,0.000001323644,0.00071276,0.00005900253,0.00004649165,0.000009230472,0.000004752788,0.006676826,0.0001660961,0.9907237,0.0006196276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002348938,0.0008659158,0.000008502116,0.0006047506,0.0002551791,0.0001109081,0.9955759,0.0001424608,0.00220147],"genre_scores_gemma":[0.00001796124,0.001801829,0.00003625821,0.0001324669,0.002138506,0.0000374314,0.9822288,0.00008119865,0.01352556],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04656054,"threshold_uncertainty_score":0.9997128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827449413012441,"score_gpt":0.4052292254038234,"score_spread":0.3869547312736991,"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."}}