{"id":"W4242084444","doi":"10.1002/cjce.23279","title":"Issue Highlights","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patience; Enthusiasm; Artificial intelligence; Fluidization; Artificial neural network; Citation; Computer science; Library science; Chemistry; Fluidized bed; Psychology; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003245936,0.001168726,0.000826271,0.001878269,0.002128128,0.007938877,0.002657563,0.006887371,0.284716],"category_scores_gemma":[0.01301711,0.000445834,0.001160525,0.001409904,0.000821829,0.003254611,0.002094019,0.005041176,0.129142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286272,"about_ca_system_score_gemma":0.008772551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127957,"about_ca_topic_score_gemma":0.01142884,"domain_scores_codex":[0.997045,0.0002203707,0.0001523711,0.000327917,0.001787174,0.000467271],"domain_scores_gemma":[0.9863052,0.0009131588,0.0005390199,0.0004558058,0.007979918,0.003806832],"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":[0.00001301955,0.000007145825,0.00003163439,0.00007566251,0.000001780607,0.00002402028,0.000005163932,0.000007836756,0.00004387731,0.0004766508,0.9903874,0.008925739],"study_design_scores_gemma":[0.000007799246,0.000007978301,0.0002062893,0.0000734698,0.000002623315,0.0000485441,0.00001706022,0.00001109003,0.00006093063,0.000358939,0.999202,0.000003395535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003959348,0.01073782,0.0005863279,0.1872431,0.6607826,0.0003121046,0.003472225,0.0005648588,0.1359052],"genre_scores_gemma":[0.005025648,0.01766557,0.0007751086,0.1212243,0.4268081,0.0002295915,0.004170704,0.0005335847,0.4235674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.715284,"threshold_uncertainty_score":0.9524699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002296295486548578,"score_gpt":0.1461683370569578,"score_spread":0.1438720415704092,"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."}}