{"id":"W134058022","doi":"","title":"The Apostolic Signatura's Recent Declaration on the Necessity of Using Expert in Marriage Nullity Cases","year":2001,"lang":"en","type":"article","venue":"Studia canonica","topic":"Theology and Canon Law Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Declaration; Political science; Philosophy; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125217,0.0001258065,0.0001844924,0.00002565621,0.001009531,0.00003715435,0.000194839,0.00003959402,0.0004159174],"category_scores_gemma":[0.0001591281,0.00006682161,0.00005568447,0.00006858179,0.0005874319,0.00005974786,0.00007650948,0.0001780183,0.000007352193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202892,"about_ca_system_score_gemma":0.0002890644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454509,"about_ca_topic_score_gemma":0.04883377,"domain_scores_codex":[0.9989752,0.0002613757,0.0002336532,0.0001610422,0.0001437907,0.0002249045],"domain_scores_gemma":[0.9987532,0.0007579429,0.0001163571,0.0002634029,0.00008976473,0.00001925965],"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":[0.0004414367,0.000161998,0.001813341,0.000006109474,0.0001112205,0.00002639147,0.01539786,0.0000146553,0.0001943975,0.974385,0.004256268,0.003191386],"study_design_scores_gemma":[0.0004133154,0.0001246091,0.007961961,0.00004560486,0.00003178111,0.000007692621,0.0135454,0.000005822312,0.0005287461,0.001980086,0.9751666,0.0001884117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640318,0.004576234,0.000001996744,0.004865507,0.0005221556,0.000290489,0.00001478653,0.00001898642,0.125678],"genre_scores_gemma":[0.9968378,0.001837894,0.000003359619,0.0006179824,0.0001827336,0.00003495122,0.00000177223,0.000007221888,0.0004762761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9724048,"threshold_uncertainty_score":0.9685225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09681695242101623,"score_gpt":0.2885648124850149,"score_spread":0.1917478600639986,"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."}}