{"id":"W2101873198","doi":"10.1007/s10853-013-7349-y","title":"Effect of erodent properties on the solid particle erosion mechanisms of brittle materials","year":2013,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Materials science; Brittleness; Composite material; Particle (ecology); Erosion; Particle size; Dissipation; Solid mechanics; Metallurgy; Thermodynamics; Chemical 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003705679,0.0001002851,0.0002741544,0.00003475126,0.000136979,0.000099084,0.0005519958,0.00002422739,0.002839727],"category_scores_gemma":[0.0003837814,0.00004845157,0.00004275025,0.0001511421,0.0005136033,0.0003707706,0.0002219361,0.00004965472,0.0001222182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003939113,"about_ca_system_score_gemma":0.00001810255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001337499,"about_ca_topic_score_gemma":0.000001178914,"domain_scores_codex":[0.9981487,0.0002739424,0.0005245024,0.0001269099,0.0007232346,0.0002026608],"domain_scores_gemma":[0.9990105,0.00009922318,0.0005797213,0.0001873064,0.00004986189,0.00007340812],"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":[0.00006629228,0.0000394001,0.0003514075,0.00001629196,0.000001777197,7.05522e-7,0.0001761488,0.0001472881,0.9987499,0.0001683015,0.0001042175,0.0001783185],"study_design_scores_gemma":[0.000194211,0.0008993567,0.01231554,0.0001609756,0.000007920881,0.00001220243,0.00006664361,0.00003773454,0.9859093,0.0003390027,0.000003041176,0.0000540518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988753,0.000006306414,0.00007206173,0.000300361,0.0004633336,0.0002040222,0.000003118061,0.000003808126,0.00007171684],"genre_scores_gemma":[0.9996372,0.000008604113,0.000175913,0.0001048354,0.00002404669,0.000005446767,7.2177e-8,0.000006062548,0.00003782717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284053,"threshold_uncertainty_score":0.9980718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459203869368664,"score_gpt":0.2443851395175094,"score_spread":0.2297931008238227,"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."}}