{"id":"W7139809672","doi":"","title":"Hidden from View: Canadian Surrogacy","year":2016,"lang":"","type":"other","venue":"Kent Academic Repository (University of Kent)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008693092,0.001929951,0.002709548,0.002399947,0.00137411,0.0000911713,0.005992606,0.00491381,0.05637909],"category_scores_gemma":[0.0001065876,0.002415476,0.001472427,0.0009129074,0.002329141,0.00123797,0.0009276313,0.003483407,0.05303971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007671395,"about_ca_system_score_gemma":0.005355012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4982009,"about_ca_topic_score_gemma":0.1229196,"domain_scores_codex":[0.9891492,0.001460688,0.001456474,0.003107142,0.002368592,0.002457971],"domain_scores_gemma":[0.9886146,0.0004268849,0.004110855,0.002832604,0.0005740395,0.003441054],"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":[0.0004905711,0.000178482,0.04531815,0.0002840983,0.0029067,0.001705674,0.004165568,0.000002995215,0.02274017,0.0003340615,0.9166635,0.005210013],"study_design_scores_gemma":[0.003779417,0.0001281518,0.02128721,0.004820046,0.00212897,0.0000784494,0.002447776,0.000051477,0.0009075481,0.0001896581,0.9618323,0.00234902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.159761,0.02656218,0.00006400632,0.00170249,0.008223277,0.003510807,0.005690541,0.0005655302,0.7939202],"genre_scores_gemma":[0.1125957,0.01047607,0.0003957677,0.0001359068,0.002462991,0.000002347688,0.0004419884,0.001228355,0.8722609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3752813,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103463064588634,"score_gpt":0.2093747206579272,"score_spread":0.1983400900120409,"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."}}