{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001202439,0.00004127154,0.00002391862,0.00002088719,0.00006346694,0.0000500655,0.000123545,0.00003128001,0.00004212269],"category_scores_gemma":[0.00002610707,0.00003108019,0.00002072034,0.0001798828,0.0001457314,0.00000579335,0.00004422645,0.00003279744,0.00001485926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003729573,"about_ca_system_score_gemma":0.00009841946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002268585,"about_ca_topic_score_gemma":0.000002580786,"domain_scores_codex":[0.9995247,0.000004265251,0.00003861534,0.0002156634,0.00009953954,0.0001171794],"domain_scores_gemma":[0.9997896,0.000001913447,0.000005243764,0.0001434381,0.00002320286,0.00003658691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001498099,0.000003011437,0.0002161761,0.000004032214,0.000003562504,0.000002992734,0.00002090725,0.000002672226,0.9922703,0.0005870558,0.001115967,0.005771817],"study_design_scores_gemma":[0.00004347506,0.0000807791,0.001181015,0.000006060976,0.000006680261,0.00003416764,0.00002364045,0.00005234099,0.568195,0.0004229306,0.4298844,0.00006950222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823911,0.001656749,0.0008037266,0.0003628192,0.0006605427,0.00003928891,0.00000487218,0.00002310018,0.0140578],"genre_scores_gemma":[0.9975388,0.00004404426,0.0002184173,0.0002814856,0.0001987227,0.000001855167,0.00000410877,0.000003582629,0.001708969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4287685,"threshold_uncertainty_score":0.1267413,"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."}}