{"id":"W2079353953","doi":"10.5840/monist2008913/422","title":"On the Nature of Marriage","year":2008,"lang":"en","type":"article","venue":"The Monist","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Monism; Logos Bible Software; Queen (butterfly); Classics; Sociology; Philosophy; History; Epistemology; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880376,0.00002776149,0.00004394714,0.000004474146,0.0006004266,0.000009398885,0.0002296604,0.00004562856,0.0002441734],"category_scores_gemma":[0.0001973572,0.00001371272,0.00003376415,0.00004461855,0.0006447546,0.00001827523,0.00001909004,0.0001400149,0.00006920451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000140768,"about_ca_system_score_gemma":0.00004122355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007393639,"about_ca_topic_score_gemma":0.0001274636,"domain_scores_codex":[0.9996174,0.00008355531,0.00004945043,0.0000433731,0.00008838713,0.0001178544],"domain_scores_gemma":[0.9994496,0.0003579922,0.00002059345,0.0001349704,0.00000998942,0.00002683521],"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":[0.000003150387,0.0000085595,0.00004813783,4.482621e-7,0.000002851037,9.926721e-7,0.001391268,3.999361e-7,0.000006245958,0.9925748,0.005775786,0.0001873703],"study_design_scores_gemma":[0.0000999378,0.00003102257,0.007852697,0.000008033788,0.000007056859,0.000001413407,0.001411789,0.000008882724,0.001029602,0.3637403,0.6257331,0.0000761212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3284792,0.00004076419,0.000003419811,0.02407016,0.0001141386,0.00006303676,0.000003358939,0.00001039407,0.6472155],"genre_scores_gemma":[0.9900138,0.00002559667,0.000004738459,0.002108278,0.0001063702,0.000003335924,1.875997e-7,0.000001726215,0.007735964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6615346,"threshold_uncertainty_score":0.4618057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336108558722548,"score_gpt":0.2760572773945809,"score_spread":0.2526961918073554,"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."}}