{"id":"W7051691380","doi":"","title":"Photometry, radiometry, colorimetry: summary of lectures: PRC 2007 course","year":2007,"lang":"en","type":"book","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Focus (optics); Exposition (narrative); Life course approach","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428018,0.001594598,0.001262394,0.001239069,0.001119699,0.002834379,0.001246307,0.001567557,0.171372],"category_scores_gemma":[0.0009348272,0.0005934504,0.0008916117,0.0009432925,0.0003990854,0.001450893,0.00113298,0.002527532,0.1429313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002226317,"about_ca_system_score_gemma":0.002484795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571776,"about_ca_topic_score_gemma":0.01039815,"domain_scores_codex":[0.9995529,0.00002661068,0.00001281589,0.00009285242,0.0002644428,0.00005032873],"domain_scores_gemma":[0.9991999,0.0000600683,0.0000255625,0.00005976284,0.0004848589,0.0001697536],"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":[0.00005487616,0.0001422052,0.0001562559,0.0001402299,0.000005211746,0.0000212598,0.00002052349,0.0003334964,0.001198217,0.002223106,0.9025214,0.09318323],"study_design_scores_gemma":[0.00001721392,0.0001074685,0.001908091,0.0001587038,0.000008787718,0.0000872907,0.0000268478,0.0004706663,0.00116115,0.002756818,0.9932814,0.00001553015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003066074,0.02052047,0.01567421,0.01496004,0.0348797,0.0004143228,0.004379809,0.004206113,0.9018992],"genre_scores_gemma":[0.002683631,0.003644694,0.002145916,0.0007160432,0.003119264,0.0000528783,0.001298021,0.0004210083,0.9859186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.171372,"threshold_uncertainty_score":0.5732963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009727738276562134,"score_gpt":0.2389064385002804,"score_spread":0.2291787002237183,"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."}}