{"id":"W4387779165","doi":"10.1002/anie.202384461","title":"Frontispiece: Spatially Directed Pyrolysis via Thermally Morphing Surface Adducts","year":2023,"lang":"en","type":"paratext","venue":"Angewandte Chemie International Edition","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Morphing; Pyrolysis; Adduct; Materials science; Carbon fibers; Paramagnetism; Oxide; Surface (topology); Chemical engineering; Composite material; Chemistry; Organic chemistry; Computer science; Metallurgy; Condensed matter physics; Composite number; Engineering; Physics; Computer graphics (images); Geometry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003669652,0.0005277711,0.00060288,0.0004635931,0.0002707191,0.0002279409,0.0009255941,0.0006391884,0.01406748],"category_scores_gemma":[0.0003032743,0.000550513,0.0002471996,0.0004094623,0.0002195118,0.000395016,0.0003480013,0.0005371124,0.0228464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873673,"about_ca_system_score_gemma":0.00009707537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002882367,"about_ca_topic_score_gemma":0.0001164531,"domain_scores_codex":[0.9968004,0.00006700858,0.0006920863,0.0009120391,0.001040214,0.0004882709],"domain_scores_gemma":[0.9978962,0.0002091983,0.0007674951,0.0004882942,0.000541267,0.00009754665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002924764,0.0000484572,0.00002739794,0.00003097046,0.0001944876,0.00001590361,0.0001398275,0.0002691768,0.462806,0.00001770548,0.5361007,0.0003201458],"study_design_scores_gemma":[0.0005765929,0.00004441356,0.001123551,0.0002024921,0.000120864,0.00001643732,0.00008603637,0.0003536834,0.832194,0.0004109955,0.1641877,0.0006832437],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.557725,0.006992706,0.01143507,0.02014091,0.1710905,0.002922268,0.02228027,0.009622839,0.1977904],"genre_scores_gemma":[0.862382,0.003726827,0.002529841,0.0009121723,0.009193898,0.0002968421,0.01434737,0.0004209984,0.10619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.371913,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592615783073274,"score_gpt":0.2582441179768913,"score_spread":0.2423179601461586,"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."}}