{"id":"W6950048317","doi":"10.5281/zenodo.5140550","title":"PMEAL/porespy: v2.0.2","year":2021,"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 Waterloo","funders":"","keywords":"Function (biology); Mode (computer interface); Work (physics); Missing data; Component (thermodynamics)","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":[],"consensus_categories":[],"category_scores_codex":[0.003050064,0.004832601,0.001682981,0.002238776,0.001053567,0.003590108,0.006300778,0.003852363,0.2199466],"category_scores_gemma":[0.01369697,0.004480629,0.003005639,0.001335977,0.001994471,0.005483392,0.005911032,0.004598811,0.1777606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083665,"about_ca_system_score_gemma":0.001679314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00488506,"about_ca_topic_score_gemma":0.003107241,"domain_scores_codex":[0.9974054,0.0003968488,0.0001870006,0.0007044507,0.0009331877,0.0003730898],"domain_scores_gemma":[0.9956992,0.001876707,0.0002548731,0.001261516,0.000653365,0.0002545304],"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":[0.0006243842,0.00005004259,0.001275987,0.001101809,0.0001030905,0.0001916663,0.0002530842,0.001288921,0.002862441,0.006728244,0.932415,0.05310531],"study_design_scores_gemma":[0.0005322565,0.00009590563,0.001526316,0.0004120209,0.0001007334,0.0006943692,0.00007381824,0.01093371,0.02981832,0.01537626,0.9401121,0.0003241829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006854834,0.00022247,0.04789134,0.000315087,0.000283158,0.00006575562,0.01061883,0.9329517,0.006966206],"genre_scores_gemma":[0.02074039,0.0003053333,0.0286072,0.001169704,0.0001668878,0.0003263908,0.02669641,0.8959858,0.02600197],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2199466,"threshold_uncertainty_score":0.7357948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04146074672623551,"score_gpt":0.2711679170743326,"score_spread":0.2297071703480971,"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."}}