{"id":"W4386316751","doi":"10.1126/science.adk5722","title":"An end to horseshoe crab bleeds?","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Horseshoe crab; Horseshoe (symbol); Fishery; Biology; Anatomy; Zoology; Computer science; Ecology","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":[0.004389562,0.0006759266,0.0005269899,0.0009747085,0.002877181,0.008125911,0.001955584,0.005663062,0.04246276],"category_scores_gemma":[0.01479159,0.0003972386,0.0007979631,0.0006434179,0.003920549,0.01665987,0.005064329,0.00489354,0.01765844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009413461,"about_ca_system_score_gemma":0.00335247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712117,"about_ca_topic_score_gemma":0.003302524,"domain_scores_codex":[0.9984555,0.0004198946,0.00008945863,0.0002083181,0.0006211173,0.000205691],"domain_scores_gemma":[0.9933164,0.001815399,0.0003730231,0.000962135,0.001383516,0.002149588],"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":[0.0001930784,0.0001278643,0.0007757233,0.0004648641,0.00003537706,0.0006440018,0.001021144,0.0003160125,0.003098209,0.2345831,0.6534773,0.1052635],"study_design_scores_gemma":[0.00001096688,0.00003227373,0.0001253273,0.0001601458,0.00001127802,0.0001567598,0.0004420409,0.0001880419,0.001325427,0.02998047,0.9675442,0.00002310777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01556842,0.01534841,0.05538507,0.4524508,0.07102799,0.0002176584,0.002696926,0.01214895,0.3751558],"genre_scores_gemma":[0.1175277,0.01782253,0.09948435,0.08789171,0.006377821,0.0003448684,0.003626934,0.003784876,0.6631392],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04246276,"threshold_uncertainty_score":0.1420521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872832083809011,"score_gpt":0.4367111142363744,"score_spread":0.4079827933982842,"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."}}