{"id":"W4234621329","doi":"10.1515/iupac.83.0024","title":"Areal Parameters","year":2016,"lang":"nn","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; Chemical nomenclature; Photocatalysis; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Archaeology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001862483,0.00248449,0.00164603,0.00461609,0.0009133927,0.003337196,0.003176808,0.002216671,0.08245966],"category_scores_gemma":[0.01362662,0.0007256707,0.002212993,0.00654127,0.0005361657,0.003165992,0.002039343,0.002432838,0.1118896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632371,"about_ca_system_score_gemma":0.002559823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009965996,"about_ca_topic_score_gemma":0.01917173,"domain_scores_codex":[0.9975029,0.0004249139,0.0004395961,0.000967445,0.0004495152,0.0002156267],"domain_scores_gemma":[0.9965962,0.00136796,0.000318963,0.0008292256,0.0007054658,0.0001822044],"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":[0.0001932774,0.00005350955,0.002787073,0.001932956,0.00007068949,0.0000481979,0.00003660962,0.001040947,0.0002109957,0.001135021,0.9813114,0.01117936],"study_design_scores_gemma":[0.0002773518,0.00003790391,0.003522563,0.0005285162,0.00005416865,0.00009984645,0.0001066271,0.001114472,0.0004243185,0.002924959,0.9908684,0.00004072802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002621274,0.0001923581,0.0002642687,0.00008655222,0.00004540267,0.00005384312,0.9970722,0.0007374099,0.001285819],"genre_scores_gemma":[0.0006687915,0.0001321301,0.0009272977,0.0001051405,0.00001426012,0.0003282519,0.9967547,0.0001368029,0.0009325197],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08245966,"threshold_uncertainty_score":0.2758551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463481124798812,"score_gpt":0.3675588917330954,"score_spread":0.3529240804851073,"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."}}