{"id":"W4400313926","doi":"10.1126/science.adr4067","title":"There will be blood","year":2024,"lang":"en","type":"article","venue":"Science","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Carry (investment); Hemoglobin; Key (lock); Chemistry; Computer science; Business; Computer security; Biochemistry","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":[0.001671185,0.0004328821,0.00054958,0.0002224567,0.0007484978,0.00252226,0.0006914153,0.002485487,0.01272025],"category_scores_gemma":[0.003598504,0.0002053935,0.0004688229,0.0002038567,0.002179028,0.003564063,0.0009967578,0.003197573,0.004173215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008529429,"about_ca_system_score_gemma":0.001190223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005790808,"about_ca_topic_score_gemma":0.0003428858,"domain_scores_codex":[0.9995008,0.0001395954,0.00002165386,0.00008583566,0.0001827506,0.00006936139],"domain_scores_gemma":[0.9988155,0.0002982458,0.0001159426,0.0001664574,0.000317431,0.0002864036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001257525,0.0003743456,0.002387413,0.0008272577,0.0001056724,0.000902781,0.0004879708,0.0009823844,0.08389822,0.5556545,0.1148441,0.2382778],"study_design_scores_gemma":[0.0000531751,0.0005017834,0.0007165151,0.0002135498,0.00007174652,0.00141806,0.0005061008,0.0009361094,0.04315758,0.08887,0.8635074,0.0000478119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1111556,0.1165856,0.08288341,0.4930352,0.0409033,0.0002202581,0.0006325518,0.001563566,0.1530205],"genre_scores_gemma":[0.6393759,0.07632171,0.05309825,0.1036803,0.006420809,0.0002160317,0.0006663281,0.0005029354,0.1197176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01272025,"threshold_uncertainty_score":0.04255348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00588333027991357,"score_gpt":0.247694901238099,"score_spread":0.2418115709581855,"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."}}