{"id":"W6943847874","doi":"10.17185/duepublico/73328","title":"Subjective Expectations and Demands for Contraception","year":2020,"lang":"en","type":"article","venue":"DuEPublico (University of Duisburg-Essen)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Fertility; Psychological intervention; Pregnancy; Family planning; Quarter (Canadian coin); Probabilistic logic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005247894,0.0000822502,0.0002377771,0.00006612406,0.0001437392,0.00000952064,0.00005962991,0.00006887518,0.0001334453],"category_scores_gemma":[0.00005749899,0.00008981027,0.00007466328,0.0001558754,0.00008340293,0.00020172,0.00003428461,0.00008149793,0.000009723249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002694856,"about_ca_system_score_gemma":0.00006060974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001250912,"about_ca_topic_score_gemma":0.00003823745,"domain_scores_codex":[0.999423,0.0000177923,0.00009598659,0.0001940487,0.0001179219,0.0001512754],"domain_scores_gemma":[0.9993569,0.00005109393,0.00008534714,0.00007816666,0.0002031633,0.0002253362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0136995,0.002334109,0.4717906,0.00540934,0.001709415,0.0003072656,0.1080983,0.00002817941,0.03972292,0.2246805,0.06704629,0.06517358],"study_design_scores_gemma":[0.01044052,0.001978814,0.8747033,0.0001482824,0.0003602338,0.0000563149,0.04936155,0.002418426,0.0007240205,0.001447375,0.05801326,0.0003478959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704766,0.0001576877,0.003867083,0.02314082,0.0000471762,0.0003667928,0.00005462402,0.00005696075,0.001832212],"genre_scores_gemma":[0.9978798,0.00005849318,0.0009353324,0.0006236351,0.00008597037,6.552615e-7,0.00003616084,0.000006732442,0.0003732216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4029128,"threshold_uncertainty_score":0.3662357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165180455163288,"score_gpt":0.232687519673963,"score_spread":0.2161694741576342,"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."}}