{"id":"W4235999214","doi":"10.1515/iupac.68.0140","title":"Quantum Yield","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glossary; Terminology; Field (mathematics); Yield (engineering); Computer science; Epistemology; Linguistics; Philosophy; Mathematics; Physics; Thermodynamics; Pure mathematics","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":[0.0008485172,0.002192168,0.001597881,0.004135755,0.0007687433,0.002495529,0.002779673,0.001266081,0.07409317],"category_scores_gemma":[0.006002606,0.0006498438,0.001773954,0.006113888,0.0003444223,0.002037957,0.001491692,0.002222331,0.1059882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684328,"about_ca_system_score_gemma":0.001361196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497443,"about_ca_topic_score_gemma":0.02294668,"domain_scores_codex":[0.9987409,0.0001219933,0.0001645433,0.000482483,0.0003611682,0.0001289722],"domain_scores_gemma":[0.9980471,0.000466035,0.0002825814,0.0006187822,0.000477743,0.0001078294],"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":[0.0001477154,0.00004461773,0.002165769,0.00109824,0.00008305805,0.00002266399,0.00001705152,0.000757722,0.0003036843,0.001106011,0.9853508,0.008902669],"study_design_scores_gemma":[0.0002632101,0.00005316384,0.01185741,0.0004035251,0.00006894059,0.0001646637,0.00006099172,0.001332931,0.001208195,0.005166505,0.9793475,0.00007299551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002774278,0.0001802819,0.0001729109,0.00004048321,0.0000385299,0.00001293517,0.997749,0.0004662935,0.001062072],"genre_scores_gemma":[0.0007723153,0.0001552988,0.0003849973,0.00005302214,0.00001298697,0.00006017227,0.9974931,0.00008408758,0.0009839524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07409317,"threshold_uncertainty_score":0.2478663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368180802241752,"score_gpt":0.3838218567337041,"score_spread":0.3701400487112865,"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."}}