{"id":"W4231810214","doi":"10.7202/1086951ar","title":"Toward a Comprehensive, International and Interdisciplinary Analysis of Procreative Work","year":2022,"lang":"en","type":"article","venue":"Enfances Familles Générations","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Materialism; Epistemology; Interpretation (philosophy); Field (mathematics); Work (physics); Engineering ethics; Environmental ethics; Computer science; Engineering; Philosophy","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":[0.00006775396,0.00007641159,0.0002660389,0.0004502573,0.0001882626,0.000006563221,0.00008915603,0.00002257622,0.00008765593],"category_scores_gemma":[0.00006309521,0.00006999447,0.00007808729,0.001073987,0.0001683464,0.0000579257,0.0003030732,0.0001552883,0.000001029193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004930279,"about_ca_system_score_gemma":0.00005261235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001964622,"about_ca_topic_score_gemma":0.000006741102,"domain_scores_codex":[0.9991912,0.00003464876,0.000227897,0.0002484603,0.0001995872,0.0000981933],"domain_scores_gemma":[0.9994454,0.00007952643,0.000117172,0.0001878502,0.0001342055,0.00003581425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816764,0.001090278,0.8505494,0.0002408023,0.006864761,0.00006209756,0.04656386,0.003710419,0.003935693,0.04566641,0.004945724,0.03455377],"study_design_scores_gemma":[0.000818285,0.0006472366,0.9171827,0.00004415535,0.0007818341,0.00003176698,0.06507736,0.00165373,0.0006172428,0.003452661,0.009502124,0.0001909408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753172,0.001027317,0.0005239818,0.004100028,0.0001606678,0.0003480925,0.00009227378,0.00007600506,0.01835448],"genre_scores_gemma":[0.997146,0.0001734925,0.001686899,0.0001219543,0.00003051628,0.0001715222,0.0001412002,0.000005439861,0.0005229539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06663324,"threshold_uncertainty_score":0.2854291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511870378560634,"score_gpt":0.3592924644517449,"score_spread":0.3141737606661386,"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."}}