{"id":"W2022757351","doi":"10.1002/cm.10085","title":"How spermatozoa come to be confined to surfaces","year":2002,"lang":"en","type":"article","venue":"Cell Motility and the Cytoskeleton","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"Centre National de la Recherche Scientifique","keywords":"Flagellum; Biology; Sperm; Component (thermodynamics); Sea urchin; Anatomy; Cell biology; Botany; Physics; Paleontology","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":[0.0001845521,0.0001747058,0.000264566,0.00003143722,0.0001920992,0.0001375312,0.0002122335,0.00003695007,0.0005122855],"category_scores_gemma":[0.00000965755,0.0001235295,0.00008576262,0.000146969,0.00009900064,0.00004627537,0.000112556,0.000131703,0.0001191045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101107,"about_ca_system_score_gemma":0.000007532293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395107,"about_ca_topic_score_gemma":0.00001440793,"domain_scores_codex":[0.9991072,0.00007912714,0.0001559779,0.0002572636,0.0001165196,0.0002839539],"domain_scores_gemma":[0.9992602,0.0001071287,0.00004364503,0.000358053,0.00004139083,0.0001895846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001489706,0.004215217,0.1848724,0.001222515,0.0009178648,0.00003309644,0.05826553,0.005478023,0.1911364,0.1808097,0.2595994,0.1119602],"study_design_scores_gemma":[0.01091359,0.0005000172,0.01892618,0.0001039258,0.0002537223,0.000006265013,0.003990124,0.01106538,0.2288671,0.007648572,0.7160984,0.001626774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713285,0.0001560494,0.002183783,0.01288558,0.0001336872,0.0004632307,0.00004755261,0.00002764448,0.01277396],"genre_scores_gemma":[0.9898142,0.00001020856,0.0002455047,0.0008143063,0.0001110085,0.00000950813,0.000007534178,0.00001219511,0.008975495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456499,"threshold_uncertainty_score":0.5609167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550160578608555,"score_gpt":0.2035312118611627,"score_spread":0.1880296060750771,"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."}}