{"id":"W4409999838","doi":"10.1111/1462-2920.70098","title":"Is the Gelatinous Matrix of Nassellaria (Radiolaria) a Strategy for Coping With Oligotrophy?","year":2025,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"HORIZON EUROPE Framework Programme; Conseil National de la Recherche Scientifique; National Science Foundation; Generalitat de Catalunya; European Commission; ISblue; Agence Nationale de la Recherche","keywords":"Biology; Radiolaria; Paleontology; Coping (psychology); Ecology; Evolutionary biology","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":[0.00006673951,0.0001142061,0.0001340394,0.00001888641,0.0001190355,0.000005901066,0.000203585,0.0001460775,0.00003016475],"category_scores_gemma":[0.000004113255,0.00008666388,0.00007590552,0.00003136766,0.0002455495,0.000001702141,0.0001042284,0.00006784657,0.000005372346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001663544,"about_ca_system_score_gemma":0.00003145878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002278,"about_ca_topic_score_gemma":0.000004918122,"domain_scores_codex":[0.9994032,0.00004733621,0.0001255415,0.0002337624,0.00001912971,0.0001709874],"domain_scores_gemma":[0.9996585,0.00002192985,0.00007187684,0.0002245783,0.000006137072,0.00001702291],"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":[0.0002066458,0.00004690916,0.01358625,0.0000207486,0.0001734271,7.73536e-7,0.00003777359,0.00008174087,0.9832442,0.0003097337,0.002099548,0.0001922668],"study_design_scores_gemma":[0.001533753,0.001091853,0.01646804,0.00001508989,0.0001085753,0.00005875188,0.0001271494,0.00001517035,0.9146756,0.0003150812,0.06535644,0.0002344829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915646,0.001376998,0.005409563,0.0002808411,0.0001197071,0.0005137491,0.0004402561,0.000004104872,0.0002902104],"genre_scores_gemma":[0.9970184,0.00007942791,0.001030864,0.0005980697,0.00003355023,0.00001693195,0.000228671,0.00000761021,0.0009864725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06856856,"threshold_uncertainty_score":0.353405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006292307412512098,"score_gpt":0.2220535257102196,"score_spread":0.2157612182977075,"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."}}