{"id":"W2536980570","doi":"","title":"Finding Our Way: Life with Triplets, Quadruplets and Quintuplets. A Collection of Experiences [Book Review]","year":2002,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quadruplets; Psychology; Computer science; Biology; Genetics; Pregnancy","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":[0.0008792198,0.0000869621,0.0001813626,0.0001759559,0.000900937,0.00007918332,0.000150366,0.00005546183,0.0003865863],"category_scores_gemma":[0.0001460075,0.00007195674,0.00001871816,0.000385609,0.0005368089,0.00007932614,0.00005527757,0.0001369667,0.000007526784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003172645,"about_ca_system_score_gemma":0.0001159478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005498839,"about_ca_topic_score_gemma":0.0007096861,"domain_scores_codex":[0.9983791,0.0002174226,0.0001932343,0.0002006381,0.0006527049,0.0003569302],"domain_scores_gemma":[0.9993406,0.00009784038,0.00006240311,0.0001016086,0.0001702575,0.0002272966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006115819,0.0001611859,0.01767643,0.0006065662,0.00006498594,0.00001482826,0.243298,7.808308e-7,0.0003029884,0.0097364,0.7224782,0.005598529],"study_design_scores_gemma":[0.001039969,0.00152713,0.0234339,0.0009338883,0.00002082783,0.000009063252,0.04937947,0.00005714083,0.0003872289,0.001255417,0.9215083,0.000447705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191627,0.06321423,0.000003583705,0.005339904,0.00003667922,0.000525314,0.000001842393,0.00001670474,0.01169905],"genre_scores_gemma":[0.8884563,0.09337005,0.0001418045,0.0003922875,0.0001724905,0.0000578432,0.000002123945,0.00000888816,0.01739826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990301,"threshold_uncertainty_score":0.692937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194778470519864,"score_gpt":0.4267290206931293,"score_spread":0.2319505501732652,"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."}}