{"id":"W4386421347","doi":"10.1002/cjce.24461","title":"Issue Highlights","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"category_scores_codex":[0.002029999,0.001523806,0.001022142,0.002863009,0.002562589,0.01035216,0.003228282,0.004577852,0.6442748],"category_scores_gemma":[0.009110654,0.0006330627,0.001318067,0.002183565,0.0008566672,0.004160349,0.002645071,0.003970238,0.4712173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312908,"about_ca_system_score_gemma":0.008120855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767018,"about_ca_topic_score_gemma":0.008852241,"domain_scores_codex":[0.9971225,0.0001852059,0.0001444156,0.0003162173,0.001819549,0.000412056],"domain_scores_gemma":[0.9921584,0.0004431677,0.0003314605,0.000459903,0.004588785,0.002018346],"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":[0.00001247442,0.00001261032,0.00003906401,0.0001031672,0.00000248999,0.00003831345,0.000009495543,0.000011659,0.00009378783,0.0008719623,0.9759967,0.02280809],"study_design_scores_gemma":[0.000003686668,0.000005420291,0.0001014016,0.00005826929,0.000001733198,0.00006263353,0.00001692999,0.00001321544,0.00005881643,0.0003500211,0.9993247,0.000003237425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006490247,0.01235941,0.00160438,0.05285567,0.2925344,0.0006740923,0.005786615,0.001887401,0.631649],"genre_scores_gemma":[0.004044443,0.01499992,0.00119807,0.01758996,0.06770198,0.000221435,0.004892923,0.0009677424,0.8883834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3557252,"threshold_uncertainty_score":0.5073987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006338716809282549,"score_gpt":0.1730468539102851,"score_spread":0.1667081371010025,"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."}}