{"id":"W2949235874","doi":"10.1002/chin.201540273","title":"ChemInform Abstract: Recent Strategies to Develop Self‐Healable Crosslinked Polymeric Networks","year":2015,"lang":"en","type":"article","venue":"ChemInform","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Chemistry; Nanotechnology; Polymer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000603527,0.0009125855,0.0004568787,0.001892392,0.0004083795,0.001292232,0.0009406561,0.001413988,0.01672417],"category_scores_gemma":[0.0008580601,0.0003709676,0.0003257624,0.002213211,0.0005190874,0.001750701,0.0009959656,0.002234245,0.010228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000989921,"about_ca_system_score_gemma":0.0008497746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007375554,"about_ca_topic_score_gemma":0.001334628,"domain_scores_codex":[0.9997382,0.00002413911,0.00001341681,0.00005223474,0.000144448,0.00002759337],"domain_scores_gemma":[0.9995572,0.0001344935,0.00005264563,0.00002443188,0.0001904993,0.00004068461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000943596,0.0001810591,0.0001236023,0.01175948,0.00008820783,0.0001501035,0.00005424075,0.00105124,0.0238953,0.04054638,0.2346418,0.6874143],"study_design_scores_gemma":[0.00001294985,0.00006185738,0.0001232413,0.0005917252,0.00003287499,0.0001577689,0.0000112531,0.0001971388,0.01620353,0.001322054,0.9812704,0.000015191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001969471,0.9162953,0.004843541,0.003252389,0.00384608,0.00007936712,0.000349934,0.0002504803,0.06911353],"genre_scores_gemma":[0.01048653,0.954464,0.003005782,0.00196589,0.001293901,0.00007549566,0.0005362158,0.00004058131,0.02813158],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01672417,"threshold_uncertainty_score":0.0559479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687841765186096,"score_gpt":0.2664848343223005,"score_spread":0.2396064166704396,"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."}}