{"id":"W6922151994","doi":"10.1021/ie3009428.s001","title":"Design Rules for Microgel-Supported\\nAdhesives","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cellulose; Monolayer; Adhesion; Adsorption; Coating; Surface finish","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":[0.0003697831,0.0003850056,0.0001997364,0.0002136397,0.0002597131,0.0007953577,0.0006670061,0.0005665535,0.00320131],"category_scores_gemma":[0.000873659,0.0003749593,0.0002294829,0.00009485753,0.0003012898,0.0006246295,0.000419901,0.0004403564,0.001219738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703436,"about_ca_system_score_gemma":0.0001766825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760063,"about_ca_topic_score_gemma":0.0004982008,"domain_scores_codex":[0.9997662,0.00002145455,0.00002573559,0.00006343177,0.00008825462,0.00003486344],"domain_scores_gemma":[0.9997579,0.00005873014,0.00005348634,0.00004703006,0.00005779888,0.00002502913],"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":[0.0001510856,0.0001099437,0.0006244645,0.0003829691,0.00003332055,0.0004611957,0.0002124739,0.0165653,0.8771984,0.05362355,0.001133745,0.04950342],"study_design_scores_gemma":[0.0001079695,0.0004677324,0.0008960345,0.00006161665,0.00005064408,0.0005015333,0.00008405709,0.07513037,0.843334,0.01400545,0.06530479,0.00005574053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3612055,0.001725668,0.5883873,0.0005767873,0.000379049,0.0007868382,0.0004426615,0.002101101,0.0443951],"genre_scores_gemma":[0.6886418,0.0008366179,0.2852477,0.0003164393,0.00003675152,0.001208268,0.0003878186,0.0003156261,0.02300889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00320131,"threshold_uncertainty_score":0.01070946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04687017232791423,"score_gpt":0.2603868405426459,"score_spread":0.2135166682147317,"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."}}