{"id":"W6931724729","doi":"10.5281/zenodo.7222684","title":"PGo","year":2022,"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":"University of British Columbia","funders":"","keywords":"Modular design; Feature (linguistics); Troubleshooting; Compiler; Key (lock)","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":[0.000592541,0.001207516,0.0005713159,0.0009617245,0.0004342183,0.001437249,0.001414216,0.0006104416,0.113289],"category_scores_gemma":[0.002315433,0.0007934127,0.0007383944,0.0007428217,0.0005473212,0.001963603,0.002019418,0.001433208,0.06221997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673809,"about_ca_system_score_gemma":0.001030194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743321,"about_ca_topic_score_gemma":0.001700153,"domain_scores_codex":[0.9994531,0.00005975564,0.00003610091,0.0001416049,0.0002024523,0.0001069464],"domain_scores_gemma":[0.9993055,0.0001782573,0.00004185715,0.0002035892,0.0002113926,0.00005944433],"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":[0.0006687412,0.0001227148,0.001300208,0.001025036,0.00005271901,0.0002102872,0.0002317529,0.003131985,0.01253883,0.06137331,0.6363484,0.282996],"study_design_scores_gemma":[0.0001533137,0.00006221992,0.0007961554,0.0001252077,0.00003368172,0.0002608533,0.00004911207,0.01276334,0.02230777,0.02498816,0.9384122,0.00004798854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.008332655,0.0004666548,0.3062689,0.0005635103,0.0005128584,0.0003573613,0.03294628,0.4785633,0.1719885],"genre_scores_gemma":[0.09303042,0.000960269,0.2781202,0.001743345,0.0003083967,0.0006054083,0.1337058,0.3150428,0.1764834],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.886711,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332442143435893,"score_gpt":0.25870587612375,"score_spread":0.2253814546893911,"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."}}