{"id":"W2607096728","doi":"10.1126/sciadv.1602552","title":"Microbial arms race: Ballistic “nematocysts” in dinoflagellates represent a new extreme in organelle complexity","year":2017,"lang":"en","type":"article","venue":"Science Advances","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institute for Advanced Research","keywords":"Cnidocyte; Organelle; Biology; Arms race; Extreme environment; Astrobiology; Evolutionary biology; Bacteria; Ecology; Cell biology; Genetics; History","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000278307,0.000104553,0.0001343772,0.00006053014,0.0002926476,0.00009927936,0.0008960104,0.00004988569,0.00003778729],"category_scores_gemma":[0.000337116,0.000100619,0.00003003522,0.0001356678,0.0008429411,0.00004026292,0.0004294903,0.00008159311,0.00002049017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666976,"about_ca_system_score_gemma":0.0001730551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004249392,"about_ca_topic_score_gemma":0.001848629,"domain_scores_codex":[0.9989065,0.0000230723,0.0001406946,0.0004644037,0.0001497578,0.0003156039],"domain_scores_gemma":[0.9992643,0.000009837274,0.0001004746,0.0004997733,0.00003557595,0.00009001295],"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":[0.00006529854,0.00004864561,0.2414781,0.00001504132,0.000002000711,0.00002414644,0.0001663918,0.0001751831,0.7563599,0.0001132147,0.0001718141,0.001380204],"study_design_scores_gemma":[0.001111514,0.0001095948,0.314917,0.00006874344,0.000003929877,0.00001878789,0.000338501,0.0001108604,0.6732379,0.005656901,0.004084182,0.0003420246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970829,0.0007378789,0.0001884851,0.0003801699,0.0002140742,0.0001917068,0.00000900638,0.000005293251,0.001190469],"genre_scores_gemma":[0.9978265,0.0001201007,0.001461377,0.00005770263,0.00007194294,0.000002764246,0.000006808677,0.000003892802,0.0004489345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08312203,"threshold_uncertainty_score":0.4103124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398193608211098,"score_gpt":0.3034637886069989,"score_spread":0.2594818525248879,"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."}}