{"id":"W4387297998","doi":"10.1098/rsob.230148","title":"Cooperative motility, force generation and mechanosensing in a foraging non-photosynthetic diatom","year":2023,"lang":"en","type":"article","venue":"Open Biology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation; Temasek Life Sciences Laboratory; National Research Foundation Singapore; National Research Foundation; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India","keywords":"Biology; Obligate; Diatom; Heterotroph; Photosynthesis; Gliding motility; Ecology; Algae; Eukaryote; Chlamydomonas; Motility; Cell biology; Botany; Biochemistry; Bacteria; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007643216,0.0001281656,0.0001354275,0.0001472411,0.000212023,0.0002492618,0.0002204686,0.0001888779,0.0003021072],"category_scores_gemma":[0.0001289063,0.0001417437,0.0001186923,0.000194051,0.0001613664,0.0001838599,0.000374799,0.0002401228,0.0001132524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415711,"about_ca_system_score_gemma":0.0001660977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920899,"about_ca_topic_score_gemma":0.003480901,"domain_scores_codex":[0.9999301,0.00000650952,0.000008874121,0.00002329842,0.00001867639,0.00001246356],"domain_scores_gemma":[0.9999325,0.00001075793,0.00001926107,0.00001020023,0.000006818643,0.00002045022],"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":[0.00005197621,0.00001780705,0.01456497,0.00002888958,0.000008617112,0.00009236251,0.0001123536,0.0001063119,0.9829839,0.00008783337,0.00001898107,0.001925756],"study_design_scores_gemma":[0.00003067121,0.0004504764,0.7481638,0.00001479018,0.00004944701,0.001397141,0.0007012068,0.007136079,0.2399417,0.0003405599,0.001751101,0.00002300515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994242,0.000053308,0.000239157,0.00001276148,7.213789e-7,0.000002391449,0.00004578023,0.000002917372,0.0002187951],"genre_scores_gemma":[0.9983276,0.0001076951,0.0008625268,0.00001230086,7.430332e-7,0.000006063341,0.0001878755,0.00000262145,0.0004927501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920899,"threshold_uncertainty_score":0.003819406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986074564927248,"score_gpt":0.2974739476279927,"score_spread":0.2676132019787202,"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."}}