{"id":"W1986184653","doi":"10.3791/52129","title":"Optimized <em>Ex-ovo</em> Culturing of Chick Embryos to Advanced Stages of Development","year":2015,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"Mount Saint Vincent University","keywords":"In ovo; Developmental biology; Embryo; Biology; Model organism; Embryology; Embryogenesis; Embryonic stem cell; Model system; Cell biology; Computational biology; Anatomy; 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":[0.0005202141,0.000226418,0.0004797113,0.0001250761,0.00004738082,0.00002000856,0.0002732356,0.0001315592,0.00002612771],"category_scores_gemma":[0.0001528105,0.0001858002,0.0001666301,0.0001278598,0.00004523453,0.00001451546,0.0001790365,0.00008674922,0.000004082547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005321373,"about_ca_system_score_gemma":0.0002219757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002042575,"about_ca_topic_score_gemma":0.000001093963,"domain_scores_codex":[0.9979421,0.00008625182,0.0008985014,0.0002941023,0.0005339528,0.0002450293],"domain_scores_gemma":[0.9980729,0.000005697343,0.0007454855,0.0002675133,0.0006674886,0.0002409822],"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":[0.001617184,0.0003599028,0.0001268584,0.00003056147,0.0002354379,0.000003797849,0.001884478,0.001446103,0.9920666,0.00001346787,0.0008311858,0.001384387],"study_design_scores_gemma":[0.003282099,0.001264289,0.0006596582,0.0001006869,0.00003092845,0.00002406949,0.001150208,0.00001511249,0.974083,0.000008821843,0.01917347,0.000207662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915882,0.003795972,0.003602825,0.00002713523,0.0004429336,0.0002438531,0.000005091568,0.000004711725,0.0002892661],"genre_scores_gemma":[0.9344214,0.0004168633,0.06376858,0.00004827738,0.0002287228,0.000008958812,0.00001466855,0.00003409321,0.001058484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06016576,"threshold_uncertainty_score":0.7576714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262148876507256,"score_gpt":0.3635194642056586,"score_spread":0.337304576554933,"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."}}