{"id":"W2014211408","doi":"10.1080/01919512.2012.694322","title":"Ultraviolet Lamp Output Measurement: A Concise Derivation of the Keitz Equation","year":2012,"lang":"en","type":"article","venue":"Ozone Science and Engineering","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trojan Technologies (Canada)","funders":"","keywords":"Confusion; Irradiance; Ultraviolet; Flux (metallurgy); Optics; Power (physics); Physics; Basis (linear algebra); Mathematics; Materials science; Thermodynamics; Geometry","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":[0.000867926,0.0009045859,0.0009202912,0.001313449,0.0005734969,0.001597409,0.001197354,0.001146809,0.003884943],"category_scores_gemma":[0.00212813,0.0006495422,0.0006780367,0.001250365,0.0005939331,0.002001454,0.001137126,0.002075165,0.003716855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043315,"about_ca_system_score_gemma":0.00109803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524232,"about_ca_topic_score_gemma":0.00169054,"domain_scores_codex":[0.999025,0.0001253907,0.00006767693,0.0002147069,0.0005117502,0.00005552372],"domain_scores_gemma":[0.9995311,0.0001550157,0.00003686444,0.00005965962,0.0002068425,0.00001050224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001140911,0.0001267036,0.002996075,0.001239972,0.0001015015,0.001066256,0.0006109419,0.04951764,0.1857884,0.4125108,0.01567542,0.3302522],"study_design_scores_gemma":[0.00003395494,0.0003865388,0.007300694,0.0003123122,0.0001277785,0.003208844,0.0002827941,0.3979933,0.1497061,0.2320846,0.2081441,0.0004189095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003340919,0.001661567,0.9819546,0.0002601095,0.0002430657,0.00007237654,0.0004291684,0.000612321,0.01142592],"genre_scores_gemma":[0.2221315,0.01020205,0.730548,0.000815481,0.0004394961,0.000448391,0.001282088,0.0006883565,0.03344479],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003884943,"threshold_uncertainty_score":0.01299644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651134969823234,"score_gpt":0.2200199511759888,"score_spread":0.1935086014777564,"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."}}