{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002691218,0.00009305905,0.0001315791,0.00006687162,0.0001137119,0.00003820606,0.0001604586,0.0001242404,0.00001008542],"category_scores_gemma":[0.00005492491,0.00009198009,0.00001958244,0.0001521494,0.00006029275,0.000006460915,0.0005209074,0.00005799204,0.00001433446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009211788,"about_ca_system_score_gemma":0.00003541425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472372,"about_ca_topic_score_gemma":0.0003819941,"domain_scores_codex":[0.9992535,0.00009642458,0.0001061678,0.000326692,0.00002441168,0.0001928578],"domain_scores_gemma":[0.9997371,0.00001403849,0.00003174355,0.0001493254,0.00003066381,0.0000371055],"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":[0.00003521622,0.00001528204,0.02259332,0.00000629559,0.00001740448,0.00000727253,0.000160942,0.0000476836,0.9737191,0.0004533456,0.0002285604,0.002715574],"study_design_scores_gemma":[0.001601538,0.0004945947,0.02790183,0.00002658043,0.00001619782,0.00002950753,0.0003389328,0.01238885,0.9509012,0.002226266,0.003682789,0.000391784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973164,0.00006778481,0.0009964756,0.0001873015,0.00009489567,0.0003831043,0.0000313239,0.000006497537,0.0009161861],"genre_scores_gemma":[0.9986491,0.0001043014,0.0002775502,0.0002715548,0.00004795037,0.00002007087,0.000265569,0.000007405341,0.0003564509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281798,"threshold_uncertainty_score":0.3750839,"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."}}