{"id":"W4401996983","doi":"10.1063/5.0221207","title":"Multiple dynamic modes of Bicoid morphogen gradient are explained by a quantum-classical model","year":2024,"lang":"en","type":"article","venue":"AIP Advances","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Quantum Research Center","funders":"","keywords":"Morphogen; Quantum; Physics; Drosophila embryogenesis; Statistical physics; Quantum mechanics; Biology; Genetics; Embryogenesis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677478,0.0005475886,0.0008213166,0.0007384697,0.0008268188,0.001151221,0.001457291,0.00149948,0.00206433],"category_scores_gemma":[0.0007167195,0.0004313576,0.0009264483,0.0004362479,0.00176557,0.00146854,0.0008843472,0.0006849731,0.0003551199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238426,"about_ca_system_score_gemma":0.0007113981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007680194,"about_ca_topic_score_gemma":0.002892497,"domain_scores_codex":[0.999832,0.00004130794,0.000007880751,0.00003273906,0.00004098671,0.00004500205],"domain_scores_gemma":[0.9996518,0.0001326009,0.00006774219,0.00003400644,0.00004692826,0.00006693459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008360837,0.00007061065,0.00160844,0.0001144453,0.00005627726,0.0004821313,0.0002971877,0.6452,0.0110726,0.3364468,0.001302058,0.003265762],"study_design_scores_gemma":[0.000008896101,0.000008452657,0.0003532368,0.000003395282,0.000005901007,0.00003161703,0.0000136804,0.9675955,0.0001095533,0.03170773,0.0001479566,0.0000140662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5510287,0.001553102,0.4044141,0.002877819,0.0001306974,0.0001236411,0.0005655139,0.0005096889,0.03879675],"genre_scores_gemma":[0.9797605,0.0006045625,0.01176774,0.000215836,0.00005614465,0.0001143336,0.00009062269,0.00005428488,0.007335991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007680194,"threshold_uncertainty_score":0.01527101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419012945351058,"score_gpt":0.3213931940352456,"score_spread":0.2872030645817351,"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."}}