{"id":"W4411658916","doi":"10.51847/peitowu","title":"10.51847/PeITOWu","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuation; Medicine; Psychology; Intrauterine device; Family planning; Obstetrics; Population; Research methodology; Environmental health; Computer science","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":[0.0001132598,0.00006860185,0.0001287436,0.00003991699,0.00003983291,0.000006322791,0.0000342337,0.00003876254,0.9899471],"category_scores_gemma":[0.00004601218,0.00006031231,0.00003401991,0.0001171996,0.00001478492,0.00003857877,0.000005184955,0.00007528936,0.9824759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158392,"about_ca_system_score_gemma":0.00004091778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001782572,"about_ca_topic_score_gemma":4.561635e-8,"domain_scores_codex":[0.9993526,0.00001820111,0.0001181533,0.0001987852,0.0001255792,0.0001866528],"domain_scores_gemma":[0.9994892,0.00001017192,0.00001364889,0.0002530037,0.00005134189,0.0001825999],"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":[0.0003935384,0.00005124559,0.000002746902,0.00001149314,0.000006528277,0.000005630002,0.00001251394,0.000003505751,0.0004713588,7.235506e-7,0.03342911,0.9656116],"study_design_scores_gemma":[0.0003826022,0.0003313353,0.003264677,0.00001761978,0.00001713686,0.00002606856,7.739949e-7,0.00004002193,0.00006534747,0.000001854462,0.9957916,0.00006091949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01881855,0.0001266637,9.419127e-7,0.003546761,0.00000355616,0.0003335784,0.00000192883,0.00008995548,0.9770781],"genre_scores_gemma":[0.0026593,0.000001132809,0.00009544753,0.0003966639,0.0006540371,0.00002231602,0.0000112372,0.000012234,0.9961476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9655507,"threshold_uncertainty_score":0.2459465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031357814759387,"score_gpt":0.2378081646964735,"score_spread":0.2274945865488796,"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."}}