{"id":"W2605183425","doi":"10.1021/acs.langmuir.7b00006","title":"Lubrication with Soft and Hard Two-Dimensional Colloidal Arrays","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lubrication; Colloid; Materials science; Nanotechnology; Colloidal particle; Chemical engineering; Chemistry; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001557884,0.000282047,0.0003029621,0.0002316807,0.0001546191,0.0004362678,0.0002365164,0.0002992806,0.0004361604],"category_scores_gemma":[0.0004065167,0.0002609937,0.0002410486,0.000159599,0.0002982577,0.0003387956,0.0004210997,0.0002587191,0.0001331882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984304,"about_ca_system_score_gemma":0.0001149595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000488626,"about_ca_topic_score_gemma":0.0008930843,"domain_scores_codex":[0.9997105,0.00003382629,0.00002563647,0.00006570156,0.0001128244,0.00005149838],"domain_scores_gemma":[0.9997721,0.00006622555,0.0000607743,0.00003145268,0.00002519038,0.00004425774],"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":[0.00003659407,0.000007060702,0.0001176808,0.00001661113,0.000005284319,0.00002936933,0.00002029144,0.0002891746,0.9985673,0.00004496235,0.00001207462,0.0008536971],"study_design_scores_gemma":[0.00001695093,0.0001433419,0.001593331,0.000002692889,0.00001331759,0.00005900954,0.00002282845,0.005776588,0.9918251,0.00003801878,0.0004976823,0.00001119054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974592,0.0002710961,0.001806144,0.00002103706,0.00001087226,0.000004824903,0.00001983963,0.00002417426,0.0003828528],"genre_scores_gemma":[0.9961463,0.0001579657,0.002916408,0.0000233803,0.000008500908,0.000009199329,0.00004133329,0.00001008866,0.0006867249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000488626,"threshold_uncertainty_score":0.002165258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159822590746194,"score_gpt":0.2278266671853138,"score_spread":0.2162284412778519,"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."}}