{"id":"W3002951090","doi":"10.1039/c9sc05640h","title":"Efficiently self-healing boronic ester crystals","year":2020,"lang":"en","type":"article","venue":"Chemical Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Bent molecular geometry; Crystal (programming language); Materials science; Chemistry; Crystallography; Nanotechnology; Stereochemistry; Composite material; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001038591,0.0001524539,0.0001556083,0.0001291751,0.0001770555,0.0003400986,0.0001863737,0.0003029376,0.001730463],"category_scores_gemma":[0.0001608794,0.0001426681,0.0001031725,0.0001318495,0.0001845474,0.0004379867,0.0003017736,0.0003324638,0.00049631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226669,"about_ca_system_score_gemma":0.0002368472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004448485,"about_ca_topic_score_gemma":0.001476597,"domain_scores_codex":[0.9998786,0.000008733342,0.000006256736,0.00001799222,0.00005930946,0.00002901742],"domain_scores_gemma":[0.9998926,0.00002347928,0.0000381692,0.00001087698,0.00001844711,0.00001636535],"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":[0.00004440005,0.00002132072,0.0001206856,0.00007099027,0.000004430833,0.00004235459,0.00003796793,0.0005790464,0.9916896,0.001575788,0.0002762851,0.005537129],"study_design_scores_gemma":[0.000009514529,0.00006620757,0.0001692055,0.000003532783,0.000002031028,0.00004728205,0.00001582624,0.001789481,0.9931034,0.000135645,0.004652935,0.000005051972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685549,0.001543605,0.01698744,0.0001905409,0.0001115882,0.00005160395,0.000271152,0.0002628572,0.01202644],"genre_scores_gemma":[0.9836585,0.0007195301,0.008400782,0.00007062668,0.0000150905,0.00003479483,0.000151909,0.00005875306,0.00689006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001730463,"threshold_uncertainty_score":0.005788982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554082276011621,"score_gpt":0.247233971765079,"score_spread":0.2316931490049628,"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."}}