{"id":"W2005673203","doi":"10.1002/sia.2252","title":"Impact of Al and Cr alloying of TiN‐based PVD coatings on its cutting performance","year":2006,"lang":"en","type":"article","venue":"Surface and Interface Analysis","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tin; Materials science; Coating; Crystal structure; Boron nitride; Indentation hardness; Nitride; Metallurgy; Chromium nitride; Crystallography; Composite material; Microstructure; Chemistry; Layer (electronics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002246244,0.0001589736,0.0003835847,0.0001469578,0.00003731386,0.00001757539,0.00007374634,0.00005325235,0.00007316165],"category_scores_gemma":[0.00001863349,0.0001339554,0.0001427961,0.0004162747,0.00002496247,0.0001465827,0.00002872266,0.0001129389,0.000003334992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001754471,"about_ca_system_score_gemma":0.000007949598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950981,"about_ca_topic_score_gemma":0.00001443501,"domain_scores_codex":[0.9991788,0.00002042021,0.0003197862,0.0001624488,0.0001488076,0.0001696899],"domain_scores_gemma":[0.9996033,0.00004290283,0.0001065172,0.0001420018,0.00006404397,0.00004120015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003940657,0.00004483118,0.07896462,0.0002405976,0.0006325704,7.453145e-7,0.0002233146,0.4417216,0.476849,0.0000662739,0.0002009022,0.001016041],"study_design_scores_gemma":[0.0001985719,0.0001652704,0.007320312,0.00007885911,0.0002522886,5.335961e-7,0.0000497829,0.5919742,0.3997455,0.00000882456,0.00006837994,0.0001375547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969769,0.0006693295,0.001156181,0.00001303374,0.00003876646,0.0000528789,0.00001857355,0.00003286744,0.001041428],"genre_scores_gemma":[0.999103,0.0001114079,0.0005665166,0.00001033896,0.000006777318,7.856132e-7,0.000007370347,0.00001449674,0.0001793543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502525,"threshold_uncertainty_score":0.5462543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369729382038298,"score_gpt":0.2511645094371454,"score_spread":0.2374672156167624,"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."}}