{"id":"W4235639217","doi":"10.1002/cjce.22869","title":"Issue Highlights","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Degradation (telecommunications); Photocatalysis; Computer science; Process engineering; Chemistry; Engineering; Telecommunications; Catalysis","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":[0.002878633,0.001085237,0.0007686657,0.001748019,0.001910299,0.007043097,0.00244695,0.006360357,0.2935685],"category_scores_gemma":[0.01177634,0.0004060589,0.001080819,0.00129312,0.000720126,0.003072052,0.002057092,0.004683783,0.131422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00307994,"about_ca_system_score_gemma":0.007966414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005132404,"about_ca_topic_score_gemma":0.009987308,"domain_scores_codex":[0.9974121,0.000201766,0.0001399473,0.0002949004,0.001531741,0.0004194338],"domain_scores_gemma":[0.9883381,0.0008039373,0.0004734655,0.000396624,0.006629359,0.003358511],"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":[0.00001474773,0.000008167071,0.00003761539,0.00008334378,0.000002044098,0.00002880226,0.000005781327,0.000008070669,0.00005120886,0.0005533522,0.9877237,0.01148315],"study_design_scores_gemma":[0.000007755779,0.000008486815,0.0001986767,0.00007493686,0.00000274884,0.00005650336,0.000017116,0.00001038877,0.0000645876,0.0003663613,0.9991893,0.000003187127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004858707,0.01338562,0.000627331,0.2003656,0.6167942,0.0003269172,0.003887416,0.0005869815,0.1635401],"genre_scores_gemma":[0.005621204,0.01991348,0.0008070839,0.1183192,0.3698294,0.0002334642,0.004491126,0.0005075207,0.4802776],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2935685,"threshold_uncertainty_score":0.9820845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008112226156528754,"score_gpt":0.1932069531517767,"score_spread":0.185094726995248,"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."}}