{"id":"W1987135458","doi":"10.1021/la900131g","title":"Polyvinylamine−Phenylboronic Acid Adhesion to Cellulose Hydrogel","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Phenylboronic acid; Cellulose; Adhesion; Self-healing hydrogels; Chemistry; Polymer chemistry; Polymer science; Chemical engineering; Organic chemistry; Catalysis","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":["insufficient_payload"],"category_scores_codex":[0.0001803178,0.0001492555,0.0001792206,0.00005725953,0.000102661,0.00005892612,0.0003285282,0.00006585474,0.001334221],"category_scores_gemma":[0.00003823262,0.0001151776,0.00006520849,0.0001112441,0.00002671032,0.0001230854,0.00005172936,0.00005291778,0.002823993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940419,"about_ca_system_score_gemma":0.00002169774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039468,"about_ca_topic_score_gemma":0.00001302292,"domain_scores_codex":[0.9988927,0.00003386349,0.0001797944,0.0002869872,0.0002261465,0.0003804626],"domain_scores_gemma":[0.9994816,0.00002155204,0.00004485286,0.0003008563,0.00001934102,0.0001317627],"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":[0.00003948243,0.00004025724,0.00004175368,0.000005512365,0.000001850992,0.000007837593,0.0004070069,0.000001497768,0.9759238,0.0003747603,0.007210578,0.01594566],"study_design_scores_gemma":[0.0001385411,0.0001629279,0.002096461,0.00002050101,0.00000821544,0.000004821092,0.00006471244,0.00002691527,0.972303,0.0001528739,0.02483,0.0001909975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884144,0.001480278,0.00004381047,0.002095768,0.0002427194,0.0001211881,0.000009613646,0.0001543399,0.007437879],"genre_scores_gemma":[0.9946424,0.00001001925,0.0008344565,0.002050503,0.0002300112,0.000008738193,0.000004063758,0.00001545765,0.002204381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01761943,"threshold_uncertainty_score":0.9995787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316855766054772,"score_gpt":0.2300117393250071,"score_spread":0.2168431816644594,"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."}}