{"id":"W7002277712","doi":"","title":"Montsoriu als segles X-XII. La gènesi d'un castell medieval a la Catalunya Vella","year":2001,"lang":"ca","type":"article","venue":"RACO (Revistes Catalanes amb Accés Obert) (Consorci de Serveis Universitaris de Catalunya)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Middle Ages; German; Period (music); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00181704,0.001737899,0.001520987,0.000546352,0.0008142938,0.0005556876,0.002493904,0.002049185,0.0005842799],"category_scores_gemma":[0.001109004,0.001965665,0.0009559601,0.0009745474,0.001003434,0.0002088215,0.001704805,0.001656165,0.0005265436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554108,"about_ca_system_score_gemma":0.001228605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906062,"about_ca_topic_score_gemma":0.000831745,"domain_scores_codex":[0.9922147,0.001354581,0.001473762,0.00176257,0.0009077156,0.002286604],"domain_scores_gemma":[0.9936358,0.001013756,0.001184135,0.002349668,0.0005665525,0.001250122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00762971,0.004610936,0.613496,0.01323007,0.01222697,0.0216039,0.02892911,0.009414443,0.0820689,0.003636393,0.1192121,0.08394149],"study_design_scores_gemma":[0.008777063,0.001464033,0.04555408,0.001635479,0.003785,0.01801333,0.01135546,0.01148721,0.02239182,0.0001158573,0.8697099,0.005710724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470326,0.02244023,0.0009827845,0.001311559,0.0005418166,0.001347291,0.001557088,0.0002659623,0.0245207],"genre_scores_gemma":[0.9575337,0.01406646,0.002073029,0.0008690354,0.0007777348,0.00003142472,0.007865892,0.0003353252,0.01644741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7504978,"threshold_uncertainty_score":0.9995367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005574839046700632,"score_gpt":0.2329794073476803,"score_spread":0.2274045683009797,"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."}}