{"id":"W4317790700","doi":"10.1071/rdv35n3abs","title":"Abstracts of the 1st International Noor-Al Hayat Fertility (INAF) Conference, 5–7 November 2022","year":2023,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Animal Diversity and Health Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Fertility; Reproduction; Medicine; Gynecology; Biology; Population; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056357,0.00008874835,0.0001266851,0.00001222257,0.0004762005,0.00002323317,0.0001394634,0.00004915579,0.0003167562],"category_scores_gemma":[0.0001282796,0.0000362179,0.00003877071,0.0002276531,0.0001296363,0.000106531,0.0002603098,0.0001080612,0.00004661133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003739598,"about_ca_system_score_gemma":0.00003151256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988889,"about_ca_topic_score_gemma":0.0005446349,"domain_scores_codex":[0.9988895,0.00003670185,0.0002693553,0.0003682083,0.0002751202,0.0001611147],"domain_scores_gemma":[0.99958,0.00004005171,0.00009647106,0.00007213273,0.0001621779,0.00004919456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012038,0.0005036998,0.7804378,0.000148502,0.0001239097,0.000002637985,0.003359981,0.00002070343,0.02984286,0.0002521953,0.01320727,0.1710884],"study_design_scores_gemma":[0.00006748366,0.00002098337,0.9274406,0.00001258929,0.000002916159,7.261872e-7,0.000711481,0.000009499713,0.002763204,0.0001688381,0.06873626,0.00006537547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881377,0.00006382674,0.000001201649,0.009856835,0.0004369031,0.0001604426,0.00001950489,0.00004724676,0.001276364],"genre_scores_gemma":[0.9983673,0.00008330585,0.00003579078,0.0001904345,0.00003718194,0.000007751257,0.0000260563,3.799418e-7,0.001251773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710231,"threshold_uncertainty_score":0.3662598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07674768467260751,"score_gpt":0.2631686389264602,"score_spread":0.1864209542538527,"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."}}