{"id":"W4361296336","doi":"10.21203/rs.3.rs-2749876/v1","title":"Hyphomicrobium spp. thriving at lanthanide-enriched sites can complement biomining alternatives","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Barcelona Supercomputing Center","keywords":"Thriving; Complement (music); Chemistry; Political science; Sociology; Biochemistry; Social science","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":[0.0002698707,0.0004281466,0.0004374347,0.0001707226,0.0002291709,0.0006504386,0.0003872704,0.0005329181,0.001323467],"category_scores_gemma":[0.0005223393,0.0001413818,0.0003558282,0.0001497196,0.0002182208,0.0003839621,0.0006604071,0.0003578808,0.0003262071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003621964,"about_ca_system_score_gemma":0.0005196334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534223,"about_ca_topic_score_gemma":0.003904359,"domain_scores_codex":[0.9996425,0.00006496241,0.00001627793,0.00007879156,0.00009309234,0.0001043402],"domain_scores_gemma":[0.9997955,0.00005114467,0.00006171337,0.00002507981,0.00003542546,0.0000311359],"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":[0.0001182582,0.00005713953,0.005245361,0.0002251759,0.00003613329,0.0001421848,0.0000421959,0.002342644,0.986639,0.0002890549,0.00007768449,0.004785328],"study_design_scores_gemma":[0.00003321307,0.001363015,0.04281394,0.0000792392,0.0001108327,0.0005876726,0.0007522206,0.04273308,0.9005719,0.00143138,0.009470803,0.0000528213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929968,0.0005987433,0.004470017,0.0001549177,0.0000150104,0.00003033475,0.0002635384,0.00006661147,0.001404085],"genre_scores_gemma":[0.9949065,0.0003171705,0.003601134,0.00003716048,0.000003618286,0.00001847637,0.0001812147,0.0000109519,0.0009236996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003534223,"threshold_uncertainty_score":0.007027328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740321006570824,"score_gpt":0.4247792688604752,"score_spread":0.2507471682033927,"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."}}