{"id":"W4391884352","doi":"10.1002/cphc.202400057","title":"Front Cover: Shrinking Devices: Shape‐Memory Polymer Fabrication of Micro‐and Nanostructured Electrodes (ChemPhysChem 4/2024)","year":2024,"lang":"en","type":"paratext","venue":"ChemPhysChem","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brockhouse Institute for Materials Research; McMaster University","funders":"","keywords":"Fabrication; Front cover; Nanotechnology; Electrode; Materials science; Polymer; Cover (algebra); Chemistry; Composite material; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001510415,0.0008124897,0.0005454768,0.001248824,0.000805454,0.001150612,0.001068875,0.001199234,0.3368768],"category_scores_gemma":[0.0001925964,0.0004840862,0.0003862627,0.001082473,0.0003177114,0.001434762,0.000864764,0.001670522,0.179211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216438,"about_ca_system_score_gemma":0.0002920971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004957443,"about_ca_topic_score_gemma":0.001616882,"domain_scores_codex":[0.9998469,0.000004932991,0.000003870657,0.00002499309,0.00008990485,0.00002938162],"domain_scores_gemma":[0.9999169,0.00001911697,0.000009500027,0.000009445084,0.00002046469,0.00002445443],"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":[0.00007159542,0.00006356149,0.00003439683,0.001058207,0.000006194988,0.00008992752,0.00002153106,0.0001598853,0.02200783,0.007513324,0.8362854,0.1326882],"study_design_scores_gemma":[0.00001032449,0.00004856147,0.0003609544,0.0001467861,0.000003809832,0.0001221946,0.00001087527,0.0002735134,0.01084091,0.001717547,0.9864569,0.000007720811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003441946,0.04225677,0.006474998,0.004447096,0.0124777,0.0002510603,0.003575051,0.00195614,0.9251192],"genre_scores_gemma":[0.01259532,0.0289288,0.002569916,0.002487495,0.002196044,0.0001339889,0.002241314,0.0004069815,0.9484401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3368768,"threshold_uncertainty_score":0.9458647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009724137912040206,"score_gpt":0.2239450834127061,"score_spread":0.2142209455006658,"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."}}