{"id":"W6948779464","doi":"10.5281/zenodo.12029267","title":"pdf gemstone","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquation; Pretext; Tubulopathy; Limiting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008248553,0.001566287,0.001158033,0.002977956,0.002199865,0.008397228,0.002334053,0.002339115,0.9349152],"category_scores_gemma":[0.004611055,0.0008617209,0.001064357,0.002475133,0.0006663514,0.007082961,0.003680718,0.002268618,0.9018055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375498,"about_ca_system_score_gemma":0.001511873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459818,"about_ca_topic_score_gemma":0.007211586,"domain_scores_codex":[0.9991395,0.00006134094,0.00004228069,0.0001296628,0.0005231811,0.0001039525],"domain_scores_gemma":[0.9969332,0.000316931,0.00009127065,0.0004814813,0.001444274,0.0007327368],"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":[0.00003479362,0.00002094686,0.00003079732,0.00009926737,0.000001695107,0.00003543154,0.000031146,0.00003674588,0.000297226,0.001392251,0.9614289,0.0365907],"study_design_scores_gemma":[0.000007175392,0.000009583913,0.0001074305,0.0000306742,0.000001516502,0.00005042906,0.0000337705,0.00003058414,0.0001669592,0.0004338613,0.9991223,0.000005582869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003364788,0.0006281118,0.001881811,0.001018702,0.002300933,0.0001513866,0.005327952,0.007646826,0.9807078],"genre_scores_gemma":[0.001045465,0.0003998081,0.0005792527,0.0003657518,0.0003113792,0.00004075931,0.002580724,0.002288601,0.9923883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06508482,"threshold_uncertainty_score":0.09283549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926543911319661,"score_gpt":0.2378679008599371,"score_spread":0.2186024617467405,"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."}}