{"id":"W2486183858","doi":"","title":"Development of Specifications and Performance Criteria for Surface Preparation Based on Issues Related to Bond Strength","year":2017,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Bond strength; Bond; Business; Composite material; Materials science; Adhesive; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.00005430183,0.00004510261,0.00007187152,0.00003633534,0.0001619652,0.0000120859,0.00008254387,0.0000297384,0.00003033977],"category_scores_gemma":[0.000002196682,0.00005581573,0.000009646225,0.00002157006,0.00001599418,0.0001317807,0.00001354969,0.0000189981,0.000001927762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539215,"about_ca_system_score_gemma":0.00001084718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001373564,"about_ca_topic_score_gemma":0.0000188422,"domain_scores_codex":[0.9997612,0.000002090562,0.00006241523,0.00007610189,0.00004890372,0.0000492881],"domain_scores_gemma":[0.9997449,0.000009128112,0.00004796241,0.0001345603,0.00004067169,0.00002280094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009336146,0.0003165152,0.02126538,0.00311528,0.0001806225,0.000001653808,0.03888173,0.857915,0.02256354,0.002827581,0.004532252,0.04746684],"study_design_scores_gemma":[0.0007731749,0.0001587057,0.2317168,0.0001875172,0.00002378442,1.799685e-7,0.0004053101,0.6752701,0.08259358,0.0000283506,0.008613703,0.0002288505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846434,0.00000848121,0.01372879,0.0001407804,0.00003386136,0.0001238572,0.000009335547,0.0000240297,0.001287435],"genre_scores_gemma":[0.9127334,0.00002057349,0.08677187,0.000001139688,0.000002672388,2.408239e-7,0.00001201788,0.000004138115,0.0004539204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104514,"threshold_uncertainty_score":0.2276099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621622375411319,"score_gpt":0.2435389095448593,"score_spread":0.2173226857907461,"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."}}