{"id":"W4230998409","doi":"10.1002/cjce.22993","title":"Issue Highlights","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bimetallic strip; Differential scanning calorimetry; Nanoparticle; Nanotechnology; Materials science; Chemistry; Physics; Metal; Organic chemistry; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001225428,0.0000972604,0.0001063198,0.00001926152,0.00005495444,0.00002710405,0.000373945,0.00006245826,0.001650393],"category_scores_gemma":[0.000118624,0.00007056231,0.00006003369,0.0001604656,0.0001547488,0.00007698739,0.00002656927,0.0002385507,0.0001330097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066456,"about_ca_system_score_gemma":0.00003619768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003704721,"about_ca_topic_score_gemma":0.0000604303,"domain_scores_codex":[0.9993294,0.000002728497,0.0001840334,0.00007368893,0.0001499698,0.0002601407],"domain_scores_gemma":[0.9993642,0.00003414138,0.00004319277,0.0001346963,0.00001741685,0.0004063591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004460599,0.000004040101,0.00009116797,0.000007595271,0.00001719137,0.00002553971,0.0002384028,0.003541814,0.9879333,0.0001549861,0.007475498,0.0005059624],"study_design_scores_gemma":[0.0001050035,0.00001228879,0.00006450765,0.00002505987,0.00001109032,0.0001435139,0.000003091306,0.002403475,0.8942026,0.00009808505,0.1028185,0.0001127389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917337,0.00007709533,0.0003040203,0.001396426,0.0003856232,0.0000298447,0.00000142839,0.0000170197,0.006054841],"genre_scores_gemma":[0.9985073,5.425987e-7,0.0005295318,0.0001032541,0.0007009454,6.13832e-7,3.840399e-7,0.00001222717,0.0001452252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09534301,"threshold_uncertainty_score":0.9992622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00340561270826467,"score_gpt":0.1612090564636661,"score_spread":0.1578034437554014,"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."}}