{"id":"W6980427169","doi":"","title":"Caracterització superficial d'un motlle d'injecció brunyit","year":2020,"lang":"ca","type":"dissertation","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hoard; Order (exchange); Value (mathematics); Quarter (Canadian coin)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001468244,0.0008701431,0.0006905528,0.0002455333,0.002275315,0.0001551754,0.001368629,0.001207723,0.00008612883],"category_scores_gemma":[0.00009676231,0.001146251,0.0006822995,0.0005008619,0.0006572231,0.00007498992,0.0004662674,0.001130484,0.00009666682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514865,"about_ca_system_score_gemma":0.003020501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003339914,"about_ca_topic_score_gemma":0.0001077852,"domain_scores_codex":[0.9961066,0.0001759956,0.0007229449,0.001499359,0.0004842619,0.001010849],"domain_scores_gemma":[0.9971659,0.00004834091,0.0005068777,0.001161472,0.000449178,0.0006682188],"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":[0.000634348,0.0003130642,0.0004290524,0.0001678362,0.0005021738,0.0002523189,0.0005822767,0.0001292164,0.9505567,0.04011739,0.005073877,0.001241773],"study_design_scores_gemma":[0.0009473233,0.0005796938,0.001583051,0.0001605013,0.0005464063,0.0006926216,0.001615695,0.0002782099,0.5857376,0.000510881,0.4059124,0.001435629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018663,0.004441225,0.01954877,0.002007007,0.001208196,0.001627955,0.001970329,0.0003223201,0.06700796],"genre_scores_gemma":[0.9690444,0.0009219911,0.006334971,0.0005646009,0.001026845,0.00009920499,0.01619557,0.0001245478,0.005687872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4008386,"threshold_uncertainty_score":0.9990988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006154597114377441,"score_gpt":0.2645182289225769,"score_spread":0.2583636318081994,"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."}}