{"id":"W4405762817","doi":"10.1101/2024.12.20.629829","title":"Coordinated spinal locomotor network dynamics emerge from cell-type-specific connectivity patterns","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"National Institutes of Health","keywords":"Dynamics (music); Neuroscience; Type (biology); Functional connectivity; Nerve net; Computer science; Biology; Psychology; Ecology","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":[0.00006686977,0.000170172,0.0001502625,0.0001987682,0.0001165603,0.0003163464,0.0001629237,0.0001914579,0.001079634],"category_scores_gemma":[0.0003117904,0.0001957191,0.0001940025,0.0001114594,0.0002748058,0.000341029,0.0002049694,0.0002064934,0.0001998716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000448086,"about_ca_system_score_gemma":0.0002611186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551102,"about_ca_topic_score_gemma":0.003377829,"domain_scores_codex":[0.999963,0.000005765847,0.000001537466,0.0000139003,0.000009288276,0.000006446687],"domain_scores_gemma":[0.9999256,0.00001541726,0.00002713695,0.00001105194,0.000007869628,0.00001281585],"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":[0.00009937125,0.00003529879,0.02156618,0.0001349373,0.0000708673,0.0003584017,0.0002994163,0.2024826,0.6679671,0.07264756,0.001852729,0.03248547],"study_design_scores_gemma":[0.00002155876,0.00004845644,0.05176944,0.00001865764,0.00002803818,0.0002191814,0.00008880069,0.8798832,0.02912037,0.03608456,0.002696156,0.00002163975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8239723,0.0001520123,0.1669958,0.0002439943,0.00001186141,0.00002213228,0.0004264981,0.0004476192,0.007727812],"genre_scores_gemma":[0.9867541,0.0001405733,0.0115478,0.00001794587,0.000004157361,0.00002536461,0.0001851244,0.0000476881,0.001277213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551102,"threshold_uncertainty_score":0.003611684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190700385414718,"score_gpt":0.2461588654216177,"score_spread":0.2342518615674705,"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."}}