{"id":"W7111928630","doi":"","title":"Projecte GOLEM XIV Versió 3.0: Millora d'Arquitectura, Noves Funcionalitats i Nova Interfície d'Usuari","year":2025,"lang":"ca","type":"dissertation","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Multidisciplinary Science and Engineering Research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Nova scotia; Latin Americans","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":[0.002662137,0.0009179246,0.00041077,0.0007004547,0.001023328,0.004320573,0.0008807141,0.0008603541,0.05701103],"category_scores_gemma":[0.001967188,0.0004772476,0.0005487603,0.0006561186,0.0006527026,0.001593274,0.002401825,0.001466761,0.02113042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986362,"about_ca_system_score_gemma":0.00470516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194825,"about_ca_topic_score_gemma":0.01736566,"domain_scores_codex":[0.9988416,0.0002636917,0.00003774983,0.0001635469,0.0004626169,0.0002308253],"domain_scores_gemma":[0.9989597,0.0001216795,0.00003454399,0.0001294647,0.000369277,0.0003854137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006410975,0.0002757358,0.002344929,0.0005397291,0.0000453456,0.0001539017,0.001844631,0.003493831,0.01292013,0.05973323,0.5861865,0.3318209],"study_design_scores_gemma":[0.00008187988,0.0001448486,0.002505918,0.0001561121,0.00001235134,0.00009769478,0.0004071262,0.001860502,0.004176513,0.004665722,0.9858702,0.00002124498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.061064,0.01494023,0.1143326,0.01522119,0.006505845,0.001145846,0.0115588,0.0154229,0.7598087],"genre_scores_gemma":[0.1046682,0.006766515,0.1029693,0.001046192,0.0006418577,0.0008623555,0.01699642,0.005616714,0.7604324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05701103,"threshold_uncertainty_score":0.1907209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077555737779454,"score_gpt":0.3608632583415409,"score_spread":0.3200877009637463,"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."}}