{"id":"W1966710729","doi":"10.1387/ijdb.072520ag","title":"Analysis of chemotaxis when the fraction of responsive cells is small - application to mammalian sperm guidance","year":2008,"lang":"en","type":"article","venue":"The International Journal of Developmental Biology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Weizmann Institute of Science","keywords":"Chemotaxis; Biology; Directionality; Sperm; Population; Biological system; Bootstrapping (finance); Tracking (education); Cell biology; Statistics; Genetics; Mathematics; Econometrics","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":[0.0004738386,0.00008878126,0.000243691,0.000301043,0.0000970326,0.000004028569,0.001068607,0.00006328701,0.0001659235],"category_scores_gemma":[0.0003294849,0.00005189985,0.0001323606,0.0003432712,0.0004514915,0.00005596587,0.0001769887,0.0002168759,0.00002445283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006782665,"about_ca_system_score_gemma":0.0001347945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005770916,"about_ca_topic_score_gemma":0.00001186574,"domain_scores_codex":[0.9987205,0.000277747,0.0005042668,0.0001678483,0.000199686,0.0001299784],"domain_scores_gemma":[0.9983118,0.00066134,0.000528088,0.0001472269,0.0003186607,0.00003287158],"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":[0.0006707635,0.00006056726,0.00760539,0.000001227572,0.0002289059,0.00000544129,0.0009060226,0.00004060065,0.9889631,0.0002390439,0.0005007891,0.00077819],"study_design_scores_gemma":[0.0001729142,0.0001661531,0.04293204,0.0000057698,0.00002794632,0.0001464202,0.0001193416,0.00004136376,0.9538268,0.0007335681,0.001779775,0.00004793576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958023,0.00002056838,0.0005125708,0.002993081,0.0002023854,0.0001210105,0.00003954727,0.00000253357,0.0003059744],"genre_scores_gemma":[0.9970871,0.00009117769,0.0004340704,0.002173549,0.0000557818,0.000005519417,0.000004098946,0.000004269282,0.0001444056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03532665,"threshold_uncertainty_score":0.2116414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080466679885076,"score_gpt":0.3100160362639355,"score_spread":0.2692113694650847,"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."}}