{"id":"W4411656198","doi":"10.51847/xnu36ws1ah","title":"10.51847/XNU36WS1ah","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Jurisprudence; Law; Civil law (Civil law); Political science; Sociology; Commercial 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000331652,0.0000532281,0.00007042071,0.00003401424,0.0003285787,0.00005512694,0.0001618522,0.0000606348,0.9980962],"category_scores_gemma":[0.0001800596,0.00005389882,0.00002735948,0.0002128318,0.0000452057,0.0001024185,0.00001130643,0.00006473927,0.9880302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002995174,"about_ca_system_score_gemma":0.00005441055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002930894,"about_ca_topic_score_gemma":0.000009600325,"domain_scores_codex":[0.9992663,0.000104641,0.00009351766,0.0001191123,0.0002118958,0.0002045892],"domain_scores_gemma":[0.9995744,0.0001024655,0.00001271332,0.0001256164,0.00002993887,0.0001548992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001268312,0.00001715939,0.000001354554,6.67324e-7,0.000003960138,0.000002140435,0.0007484529,0.00001313764,0.000004525787,0.0001822818,0.05482165,0.944192],"study_design_scores_gemma":[0.00005334693,0.00002686727,0.00005294229,0.000002795848,0.00000449326,2.298121e-7,0.00002326153,0.00001763751,0.000001055836,0.00005282262,0.9996872,0.00007734672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001415676,0.00002417288,8.536781e-7,0.001157517,0.000003976278,0.0001208029,0.00000279032,0.00009298114,0.9971812],"genre_scores_gemma":[0.002607005,6.023001e-7,0.00005586239,0.0001006417,0.0002257792,0.000008134559,0.000004445963,0.000006320603,0.9969912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9448655,"threshold_uncertainty_score":0.2527195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235186617516237,"score_gpt":0.2542645267386883,"score_spread":0.2319126605635259,"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."}}