{"id":"W2048856254","doi":"10.1002/mrd.21030","title":"The dynamics of gene products fluctuation during bovine pre‐hatching development","year":2009,"lang":"en","type":"article","venue":"Molecular Reproduction and Development","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Hatching; Dynamics (music); Gene; Genetics; Evolutionary biology; Computational biology; Cell biology; Ecology","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":[0.0003730967,0.0001569767,0.0001139011,0.00004599333,0.0003371313,0.00002404843,0.0001340556,0.00008718968,0.000001439809],"category_scores_gemma":[0.00008125313,0.0001299511,0.0000275644,0.0001177229,0.00006353971,0.0000047058,0.00007485072,0.00007701786,0.000001417714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662259,"about_ca_system_score_gemma":0.0001282541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002306757,"about_ca_topic_score_gemma":0.000004529185,"domain_scores_codex":[0.9987229,0.00004190358,0.0003552688,0.0005377647,0.0001505926,0.0001916168],"domain_scores_gemma":[0.9991618,0.000002391265,0.000147164,0.0004869727,0.0001548451,0.00004685888],"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":[0.00005933574,0.00005188033,0.0001665389,0.00001441341,0.00003727148,0.000001044146,0.0001147631,0.00003393457,0.9329111,0.0005461733,0.00007098669,0.06599255],"study_design_scores_gemma":[0.0001743654,0.00007446192,0.0182733,0.000009372785,0.000006495081,0.0000460131,0.00002751731,0.00002198528,0.9574634,0.00009525795,0.02364391,0.0001638559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342522,0.001103846,0.06237593,0.001595827,0.00006044304,0.000425666,0.000001070089,0.00003232729,0.0001526824],"genre_scores_gemma":[0.9556623,0.0001940507,0.04306065,0.0001116058,0.00005551104,0.00006522854,0.0002081452,0.00001477071,0.0006277655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06582869,"threshold_uncertainty_score":0.5299253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005738764053542983,"score_gpt":0.2338819532598265,"score_spread":0.2281431892062835,"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."}}