{"id":"W4404720910","doi":"10.1063/5.0245703","title":"Porous solids for energy applications","year":2024,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Energy (signal processing); Materials science; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006397168,0.0007988563,0.0006744058,0.001275477,0.0006874504,0.002035916,0.0007590833,0.002144303,0.0818913],"category_scores_gemma":[0.0005158527,0.0002305755,0.0004751862,0.0008617115,0.0005030392,0.002329743,0.001853775,0.001462935,0.02303136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000709425,"about_ca_system_score_gemma":0.0006431892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256834,"about_ca_topic_score_gemma":0.0004492075,"domain_scores_codex":[0.99975,0.00001837819,0.000009468054,0.00005123148,0.0001268941,0.00004409965],"domain_scores_gemma":[0.9997799,0.00003113876,0.00001848511,0.00001592346,0.00009184228,0.00006270361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001690349,0.0001549277,0.0002889619,0.002586746,0.00002870463,0.0002055796,0.0001258618,0.0008078422,0.05941256,0.1369074,0.3763026,0.4230098],"study_design_scores_gemma":[0.00001437735,0.0001021327,0.0003001747,0.00021193,0.000009641732,0.0001672578,0.00006142001,0.0004429786,0.007049627,0.01496344,0.9766656,0.00001143334],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01183957,0.2578658,0.01799049,0.03715353,0.03931672,0.000289689,0.001504079,0.00097548,0.6330646],"genre_scores_gemma":[0.08539397,0.1689598,0.009866988,0.00509425,0.02403273,0.0002448738,0.001634127,0.0003049213,0.7044683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0818913,"threshold_uncertainty_score":0.2739537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767241233093795,"score_gpt":0.2770585581084133,"score_spread":0.2593861457774753,"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."}}