{"id":"W3006756065","doi":"10.1021/acsapm.9b01240","title":"Thickness of the Ice-Shedding Lubricant Layer in Equilibrium with an Underlying Cross-Linked Polymer Film","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Lubricant; Materials science; Polymer; Natural rubber; Composite material; Elastomer; Phase diagram; Chemical engineering; Thermodynamics; Phase (matter); Chemistry; Organic chemistry; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.000533234,0.0003006352,0.0005336074,0.00005776318,0.0001521313,0.0002518636,0.000775335,0.0001529754,0.001407447],"category_scores_gemma":[0.00002623587,0.0002065669,0.00004154069,0.0004325649,0.0003260109,0.0002821358,0.0002526882,0.0001353625,0.00008778358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003762992,"about_ca_system_score_gemma":0.0001397232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006408054,"about_ca_topic_score_gemma":0.00002117737,"domain_scores_codex":[0.9975324,0.0002196172,0.0006867876,0.0006003882,0.0004718141,0.0004889666],"domain_scores_gemma":[0.998727,0.00009639937,0.0003067086,0.0006681957,0.00005357234,0.0001481169],"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":[0.0003794479,0.00006053523,0.0007709318,0.00005432941,0.000009660891,0.000002642108,0.002146937,0.0001916729,0.9947556,0.001568596,0.0000156943,0.00004391868],"study_design_scores_gemma":[0.0007634331,0.00004768926,0.005157209,0.00002853513,0.00001964828,0.00000458796,0.0006211813,0.00007275663,0.9929151,0.00004969411,0.00003389521,0.0002863047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973619,0.000104271,0.00006570646,0.0008140549,0.0003207416,0.0004613969,0.00009343608,0.0001055454,0.0006729775],"genre_scores_gemma":[0.9981899,0.00000355177,0.0001189909,0.001349398,0.00008609673,0.00006624831,0.00001536049,0.00005519604,0.0001152491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004386278,"threshold_uncertainty_score":0.9995054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05379144785750628,"score_gpt":0.289927294958362,"score_spread":0.2361358471008557,"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."}}