{"id":"W4207034457","doi":"10.22215/etd/2021-14751","title":"The Influence of Brain-Skull Interactions on the Development of the Amphibian Skull","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Forebrain; Skull; Craniofacial; Amphibian; Biology; Xenopus; Anatomy; Neuroscience; Evolutionary biology; Ecology; Central nervous system; Genetics; Gene","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":[0.0002453007,0.0001564138,0.0001251179,0.00002175817,0.0002868198,0.00001115443,0.0003551998,0.0001839383,0.00003464738],"category_scores_gemma":[0.0001895652,0.0000763659,0.0001194386,0.0001154868,0.0001078551,0.000001826637,0.00008533857,0.0001428703,0.000005713711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001692432,"about_ca_system_score_gemma":0.000361431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000080721,"about_ca_topic_score_gemma":0.003133113,"domain_scores_codex":[0.9990162,0.0001099256,0.0003852872,0.0002188912,0.0001460498,0.0001236256],"domain_scores_gemma":[0.9989792,0.0001031353,0.000308087,0.0004056016,0.0001863754,0.00001757586],"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":[0.0001522366,0.00007090853,0.001353772,0.00004497193,0.0003092518,1.625666e-7,0.000813929,0.00009726996,0.9798777,0.0009500406,0.00415639,0.01217338],"study_design_scores_gemma":[0.00007397003,0.00002859737,0.1401262,0.00009060093,0.00001246354,0.00000189173,0.00104943,0.000001116634,0.8138762,0.00006633195,0.04457305,0.0001001757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913127,0.0001700333,0.000008598059,0.0007026709,0.000380346,0.0002370164,0.000007644831,0.000002698766,0.007178252],"genre_scores_gemma":[0.9697888,0.00005952512,0.0001429357,0.0002615814,0.00003384503,0.00003786785,0.0005406873,0.00001107586,0.02912371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1660015,"threshold_uncertainty_score":0.3114111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007273307970698657,"score_gpt":0.2595580218607221,"score_spread":0.2522847138900234,"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."}}