{"id":"W7051723223","doi":"","title":"Oberflächenvorbehandlung und Kantenpräparation an Hartmetallwerkzeugen: Verfahrensgrundlagen","year":2009,"lang":"de","type":"article","venue":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Human physiology; Labrador Retriever","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003897194,0.0004872397,0.0003041896,0.0003428921,0.0002987327,0.0005023487,0.0003879182,0.0005265388,0.002496611],"category_scores_gemma":[0.0005719172,0.0001984538,0.0003534305,0.0002312591,0.0002669827,0.0004774721,0.000390968,0.0005306137,0.0007913068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727947,"about_ca_system_score_gemma":0.0002411346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006182103,"about_ca_topic_score_gemma":0.0008077172,"domain_scores_codex":[0.9996006,0.00005217766,0.00002190716,0.00006721331,0.0002057357,0.00005232012],"domain_scores_gemma":[0.9996938,0.00009339645,0.00005864253,0.0000549195,0.00006435202,0.00003502628],"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":[0.0002333104,0.00006925379,0.0003480682,0.0002000179,0.00001032452,0.0000879252,0.0001062834,0.001699416,0.9773806,0.0001512544,0.00009618908,0.01961732],"study_design_scores_gemma":[0.00001677504,0.0006607538,0.001486822,0.00001325963,0.00001481319,0.00007263975,0.0000500689,0.002853049,0.9899634,0.000173608,0.004678012,0.00001677536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9577122,0.002653592,0.03566729,0.0001025617,0.00007330705,0.0001528676,0.0002358184,0.0003748611,0.003027396],"genre_scores_gemma":[0.9584779,0.001889682,0.03318957,0.00005837923,0.00001684832,0.0001568883,0.0003486802,0.0001147036,0.005747511],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002496611,"threshold_uncertainty_score":0.008351982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261379929840989,"score_gpt":0.3064493200221111,"score_spread":0.2838355207237012,"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."}}