{"id":"W6930313325","doi":"10.5281/zenodo.13018205","title":"vancouver sun run training","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Work (physics); Government (linguistics); Clothing","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":[0.0003229232,0.00162031,0.0007168797,0.001548129,0.00452892,0.003595468,0.001255021,0.001380455,0.8828411],"category_scores_gemma":[0.000691612,0.0005753685,0.0005294522,0.001674725,0.0004641942,0.0009489653,0.002424299,0.001998882,0.6872582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876563,"about_ca_system_score_gemma":0.003146057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03702376,"about_ca_topic_score_gemma":0.1924509,"domain_scores_codex":[0.9994917,0.00003348024,0.000009938394,0.0001490929,0.0002105948,0.0001052806],"domain_scores_gemma":[0.999386,0.0000441691,0.00001430566,0.00006313178,0.0001668811,0.0003255628],"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":[0.0001094445,0.0001239314,0.0004613265,0.00008789422,0.000007696513,0.000161724,0.00006606778,0.0001875824,0.0005060228,0.004169876,0.8892378,0.1048806],"study_design_scores_gemma":[0.00001253472,0.00001705777,0.0009288383,0.00004884196,0.000002841216,0.00003948683,0.00008484252,0.00007341863,0.000160367,0.000662117,0.9979652,0.000004499002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008878322,0.0004097669,0.0002024612,0.0005229869,0.0003849793,0.00002849743,0.00188512,0.000433486,0.9952448],"genre_scores_gemma":[0.0007489426,0.0001293239,0.0001129216,0.00004175484,0.00001441487,0.000006652844,0.0005203201,0.0001301515,0.9982956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1171589,"threshold_uncertainty_score":0.167113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184548469030028,"score_gpt":0.2551993534816335,"score_spread":0.2233538687913333,"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."}}