{"id":"W4397292478","doi":"10.1021/prechem.4c00010","title":"Structural Regulations of Layered Borates: From Centric Layers to Chiral Porous Layers","year":2024,"lang":"en","type":"article","venue":"Precision Chemistry","topic":"Crystal Structures and Properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"National Science Fund for Distinguished Young Scholars; National Natural Science Foundation of China","keywords":"Cationic polymerization; Hydrothermal circulation; Crystallography; Boron; Cluster (spacecraft); Template; Materials science; Porosity; Hydrothermal synthesis; Chemical engineering; Chemistry; Nanotechnology; Polymer chemistry; Composite material; Organic chemistry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001056124,0.0001701627,0.0002095074,0.00003611085,0.00009600053,0.0001715922,0.0003095951,0.0001053952,0.003485125],"category_scores_gemma":[0.0001162394,0.0001307708,0.0000779078,0.00027819,0.00005793457,0.000141213,0.0001601018,0.0001098251,0.00004949158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006310968,"about_ca_system_score_gemma":0.00006674809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001718374,"about_ca_topic_score_gemma":0.000006182462,"domain_scores_codex":[0.9986601,0.00002234961,0.000338705,0.00039918,0.000344109,0.0002355071],"domain_scores_gemma":[0.9992958,0.0001063994,0.00006613978,0.000328897,0.00007398726,0.0001288098],"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":[0.00009556647,0.000005567895,0.0001012808,0.00006156191,0.00001159319,0.000006246259,0.0005588186,0.002010472,0.9890312,0.00002306265,0.002324425,0.005770233],"study_design_scores_gemma":[0.0001632266,0.00002281817,0.00106118,0.0001293946,0.00001804169,0.000008063494,0.0002187613,0.001515462,0.9891577,0.00297153,0.004525569,0.0002082202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957002,0.001556188,0.0001346233,0.0002167807,0.0005369497,0.0001269136,0.0004588162,0.0001179196,0.001151551],"genre_scores_gemma":[0.9973814,0.00001348314,0.001484054,0.00003167715,0.0002065007,0.000007417556,0.00005569858,0.0000204083,0.0007993929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005562013,"threshold_uncertainty_score":0.9974259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514507806937001,"score_gpt":0.2556952193887432,"score_spread":0.2405501413193732,"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."}}