{"id":"W4410406545","doi":"10.17223/22253513/55/12","title":"Good faith in civil law: legislation, doctrine, case law","year":2025,"lang":"en","type":"article","venue":"Vestnik Tomskogo gosudarstvennogo universiteta Pravo","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law; Doctrine; Legislation; Civil law (Civil law); Political science; Good faith; Faith; Common law; Public law; Philosophy; Theology","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"],"consensus_categories":[],"category_scores_codex":[0.0008133134,0.0002641804,0.0003388443,0.0004685356,0.001219774,0.0002283005,0.0004367404,0.0002822215,0.0003560303],"category_scores_gemma":[0.00004662181,0.0003114753,0.0001423418,0.001533357,0.0005826086,0.00117581,0.0001555209,0.0003948017,0.00007203672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037997,"about_ca_system_score_gemma":0.0004185424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04900053,"about_ca_topic_score_gemma":0.2277905,"domain_scores_codex":[0.9976191,0.0003658309,0.0003947768,0.000554138,0.0004343109,0.0006318541],"domain_scores_gemma":[0.9987486,0.0002307643,0.0001616369,0.0004611653,0.0001960038,0.0002018409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005177676,0.0001439302,0.003060573,0.00001712223,0.00005175531,0.001009731,0.007030723,0.00006581091,0.00007742536,0.9846034,0.001729845,0.002157928],"study_design_scores_gemma":[0.001391232,0.00007448738,0.001474304,0.000087061,0.00007663747,0.00004285435,0.005467545,0.0001207902,0.0000709233,0.004134865,0.9867135,0.0003457751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1168893,0.0004561224,0.0004471116,0.005090647,0.0006705356,0.0005710634,0.00003248721,0.0002674596,0.8755752],"genre_scores_gemma":[0.9800295,0.0001501031,0.0002362648,0.0009041185,0.0001765999,0.000005734392,0.00002151962,0.00001783131,0.01845835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9849837,"threshold_uncertainty_score":0.9999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083508652261496,"score_gpt":0.2770007832101563,"score_spread":0.2661656966875413,"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."}}