{"id":"W4411656753","doi":"10.51847/qcbjnrq9rd","title":"10.51847/QCBJnRQ9RD","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dowry; Philosophy; Ancient history; Art; History; Theology","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":[0.0002706247,0.00007929796,0.0001008539,0.00006820931,0.0002816864,0.00007948541,0.0002731523,0.00005907674,0.9961224],"category_scores_gemma":[0.00002379307,0.00007368997,0.00005421599,0.0004048847,0.00009709936,0.0001039484,0.00001747707,0.00005771332,0.9348833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001239633,"about_ca_system_score_gemma":0.00004927619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371371,"about_ca_topic_score_gemma":0.0000405854,"domain_scores_codex":[0.9990726,0.00007768213,0.0001052129,0.0001871658,0.0002609672,0.0002964406],"domain_scores_gemma":[0.9995729,0.00004057196,0.0000162466,0.0001465979,0.00002887697,0.0001948436],"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":[0.00001037896,0.00002041347,0.000003706644,5.73705e-7,0.000007624376,0.000001346329,0.0005483756,0.000003071644,0.000001451682,0.00005340689,0.04087355,0.9584761],"study_design_scores_gemma":[0.00006935311,0.00004352997,0.0004321524,0.000004486347,0.000006790139,3.493754e-7,0.00003129237,0.000003833685,0.000001060229,0.00008820125,0.9992064,0.0001125252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002107748,0.00007057829,3.026241e-7,0.001412415,0.00000559513,0.00008303204,0.000006668904,0.0001479153,0.9961658],"genre_scores_gemma":[0.009570726,0.000003256729,0.00007605082,0.00008891943,0.0001604642,0.00001009276,0.000003504799,0.000006236341,0.9900808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9583636,"threshold_uncertainty_score":0.300499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765882358808054,"score_gpt":0.2373900714465734,"score_spread":0.2197312478584928,"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."}}