{"id":"W2026988435","doi":"10.1371/journal.pone.0101767","title":"Motile Male Gametes of the Araphid Diatom Tabularia fasciculata Search Randomly for Mates","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Mount Allison University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gamete; Biology; Range (aeronautics); Evolutionary biology; Lévy flight; Sperm; Zoology; Genetics; Random walk; Statistics","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":[0.0003052126,0.00009111825,0.0001699618,0.00002852402,0.00006826759,0.00001985755,0.0002916371,0.00008302448,0.00003906817],"category_scores_gemma":[0.0003091196,0.00006496281,0.0001141637,0.00007286533,0.0001038353,0.000002434046,0.0001640933,0.00006326021,0.00000527955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002950129,"about_ca_system_score_gemma":0.00002891439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007115683,"about_ca_topic_score_gemma":0.00001483476,"domain_scores_codex":[0.9991578,0.00007522631,0.0001493067,0.0001990254,0.0002128885,0.0002057537],"domain_scores_gemma":[0.9992834,0.00005603723,0.00004772458,0.0004273384,0.0001285814,0.0000569505],"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":[0.0001340124,0.0004692687,0.02333578,0.0001202902,0.0001278967,1.238202e-7,0.00002823805,0.00002606266,0.9745255,0.0005988457,0.0004070678,0.0002268939],"study_design_scores_gemma":[0.002236126,0.0002802481,0.008438266,0.00006325077,0.0000737668,0.00000135129,0.00003694842,0.01527972,0.9715281,0.0004073775,0.001492477,0.0001624185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974055,0.0001191256,0.001017164,0.0004003267,0.00003157911,0.0004110906,0.00006456194,0.000006981959,0.0005437196],"genre_scores_gemma":[0.9946247,0.00007762429,0.001558926,0.0001426085,0.00007933161,0.00003495845,0.00008563415,0.00001806902,0.003378136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525366,"threshold_uncertainty_score":0.2649107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054082719981505,"score_gpt":0.2242671680302535,"score_spread":0.2037263408304384,"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."}}