{"id":"W4249080193","doi":"10.1002/cjce.23277","title":"Issue Highlights","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorescence; Photoluminescence; Fluorophore; Fluorescence spectroscopy; Radioluminescence; Nanotechnology; Spectroscopy; Chemistry; Phosphorescence; Photochemistry; Materials science; Optoelectronics; Computer science; Physics; Telecommunications; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002960959,0.001081715,0.0007618353,0.001726472,0.001936752,0.007207754,0.002420758,0.006300148,0.286039],"category_scores_gemma":[0.01129857,0.0004125226,0.001078082,0.001254354,0.0007525532,0.003028578,0.001997817,0.004717402,0.1264936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094902,"about_ca_system_score_gemma":0.008176471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005155039,"about_ca_topic_score_gemma":0.01002835,"domain_scores_codex":[0.9973921,0.0001999295,0.0001318168,0.0002927874,0.001561981,0.0004213381],"domain_scores_gemma":[0.9884484,0.0008098873,0.0004684587,0.0003897121,0.006438771,0.003444696],"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":[0.00001471914,0.000007561655,0.00003261855,0.00008100316,0.00000193705,0.00002515605,0.000005300492,0.000008110267,0.00005279926,0.0005589194,0.9886797,0.01053225],"study_design_scores_gemma":[0.000008159604,0.000008456341,0.0001973875,0.00007495151,0.000002625775,0.00005127472,0.00001609658,0.00001130919,0.00006861676,0.0003781192,0.9991798,0.000003225142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004749449,0.01268639,0.000638192,0.1919443,0.6335077,0.0003328834,0.003890344,0.0006002979,0.1559249],"genre_scores_gemma":[0.005481322,0.01958736,0.0008194475,0.1182497,0.3873161,0.0002417381,0.004402006,0.0005296743,0.4633727],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.286039,"threshold_uncertainty_score":0.9568958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005805494433582996,"score_gpt":0.1909732139308518,"score_spread":0.1851677194972688,"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."}}