{"id":"W6931909357","doi":"10.5281/zenodo.8088396","title":"caput","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Thompson Rivers University; University of British Columbia","funders":"","keywords":"Pipeline transport; Pipeline (software); Data processing; Computer virus; Metamorphic petrology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002376619,0.003389202,0.002130666,0.003838062,0.002139664,0.005798822,0.004276216,0.001233031,0.3681632],"category_scores_gemma":[0.007624402,0.002056992,0.002303695,0.005069682,0.0007022684,0.004810634,0.005493824,0.002324892,0.3428186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369957,"about_ca_system_score_gemma":0.002392542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007225099,"about_ca_topic_score_gemma":0.008995222,"domain_scores_codex":[0.9979998,0.000313162,0.0001462902,0.0005977505,0.0007225384,0.0002204114],"domain_scores_gemma":[0.9971489,0.0007792101,0.0001547217,0.0009365358,0.0006998149,0.000280766],"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":[0.0001672461,0.00002957363,0.0005804243,0.0004214395,0.00004710787,0.00004768581,0.00008788129,0.0006211717,0.0008409516,0.002625031,0.9633003,0.03123128],"study_design_scores_gemma":[0.0001663859,0.00003438194,0.001876502,0.0001712042,0.00004606598,0.0001835548,0.00007015079,0.005552894,0.004371074,0.01335576,0.9740812,0.00009086892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00132654,0.0007762987,0.05417507,0.0005992941,0.0006371592,0.0003396283,0.4825102,0.40114,0.05849586],"genre_scores_gemma":[0.007994375,0.0005986083,0.05564741,0.001244671,0.000326144,0.001192431,0.7625912,0.1277755,0.04262964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6318368,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199345589545246,"score_gpt":0.2697477325992,"score_spread":0.2277542767037475,"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."}}