{"id":"W4290831358","doi":"10.1002/cjce.24177","title":"Issue Highlights","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002059949,0.0008324253,0.0006086348,0.001330905,0.001450968,0.005388052,0.001614349,0.005269906,0.3938286],"category_scores_gemma":[0.008166431,0.0003136673,0.0008875736,0.0008270686,0.0005739412,0.00164603,0.002090889,0.003852786,0.1925495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624889,"about_ca_system_score_gemma":0.005256018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077484,"about_ca_topic_score_gemma":0.008048774,"domain_scores_codex":[0.9983075,0.0001614332,0.00006269653,0.0001765592,0.0009707573,0.0003210223],"domain_scores_gemma":[0.9943734,0.0005535682,0.0002788491,0.00025017,0.002340523,0.002203421],"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":[0.0000144053,0.000008370146,0.00004241526,0.00005020043,0.000001599736,0.00002916121,0.000003934481,0.000006595328,0.00005052578,0.0004835707,0.987201,0.01210843],"study_design_scores_gemma":[0.000008494224,0.000008444839,0.0001799417,0.00004042525,0.000001958608,0.00003738311,0.00001331494,0.000008812175,0.00003967463,0.0003119155,0.9993474,0.000002181978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006428551,0.009882039,0.0006171406,0.1549872,0.4652136,0.000286447,0.002823546,0.0006288671,0.3649183],"genre_scores_gemma":[0.003675915,0.006387718,0.0003962506,0.06543681,0.1288232,0.0001499076,0.001853365,0.0002718533,0.7930049],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.6061714,"threshold_uncertainty_score":0.8646299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099285652574935,"score_gpt":0.1747627118687576,"score_spread":0.1637698553430083,"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."}}