{"id":"W2143846248","doi":"10.1023/a:1014506823464","title":"Microindentation induced debonding of polymer thin films from rigid substrates","year":2002,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Polystyrene; Polymer; Solid mechanics; Shear (geology); Coating; Penetration (warfare); Shear stress","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":[0.0002971815,0.00007431878,0.0001520608,0.0001795204,0.00009110274,0.00009035326,0.0001892095,0.00003582318,0.0009207659],"category_scores_gemma":[0.00004653757,0.00006255504,0.00003626435,0.000212311,0.00005299008,0.000778926,0.000009582062,0.00007137708,0.00002426605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004449781,"about_ca_system_score_gemma":0.00002247491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007459513,"about_ca_topic_score_gemma":0.000006041546,"domain_scores_codex":[0.999091,0.00002144741,0.0004318655,0.00007085436,0.0002586391,0.0001261783],"domain_scores_gemma":[0.9994751,0.00005782837,0.0002101041,0.00008120974,0.0001185352,0.00005723145],"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":[0.000005079048,0.00001498942,0.0005521558,0.000005101526,0.000007809857,0.000002349827,0.0008243633,0.0009503459,0.9972792,0.00001924373,0.000286264,0.00005308535],"study_design_scores_gemma":[0.0001196911,0.00003120567,0.006683508,0.00005658263,0.00001054899,0.00003458297,0.0004276765,0.0009087142,0.9915717,0.00007456866,0.00001882415,0.00006244692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971818,0.0001902642,0.000230398,0.00002849763,0.002041165,0.00002827367,0.00001016452,0.00001663247,0.0002728087],"genre_scores_gemma":[0.9987301,0.00007927027,0.001040093,0.0000080092,0.00008704668,4.280215e-7,5.327671e-7,0.000007212288,0.00004733673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006131352,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362710671540764,"score_gpt":0.2451104467476192,"score_spread":0.2214833400322115,"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."}}