{"id":"W2006299824","doi":"10.3389/fncom.2010.00135","title":"Measuring neuronal branching patterns using model-based approach","year":2010,"lang":"en","type":"article","venue":"Frontiers in Computational Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Heritage Foundation for Medical Research","keywords":"Branching (polymer chemistry); Computer science; Neuroscience; Psychology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007838189,0.0005537199,0.0007166492,0.001560916,0.0003609598,0.001340419,0.001132411,0.001190371,0.0007020563],"category_scores_gemma":[0.003977614,0.0005298217,0.0009396937,0.001161525,0.0006058661,0.001602722,0.0009539974,0.0006780002,0.0001842253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516406,"about_ca_system_score_gemma":0.0006745858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873304,"about_ca_topic_score_gemma":0.003034944,"domain_scores_codex":[0.9995933,0.0001202569,0.00002676947,0.00009782,0.0001304868,0.00003136143],"domain_scores_gemma":[0.9985951,0.0006922483,0.0002239285,0.0002587575,0.0001617353,0.00006821037],"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":[0.00002879819,0.00002673898,0.002580486,0.0000531616,0.00005050992,0.00006061966,0.00004974895,0.9602009,0.009125879,0.01335824,0.0001769083,0.01428801],"study_design_scores_gemma":[0.000001442142,0.000006712066,0.0004178794,0.000002579005,0.000004352082,0.00002400098,0.000004525415,0.9933164,0.0008215051,0.005277903,0.0001160423,0.000006557313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09204195,0.0002572182,0.9049107,0.0001068868,0.00001488054,0.00003478575,0.000157946,0.000565293,0.001910391],"genre_scores_gemma":[0.8133186,0.0003893796,0.1852202,0.00004164996,0.00001933358,0.0001084298,0.0002961543,0.00008080195,0.000525589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003873304,"threshold_uncertainty_score":0.0110023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839547521002736,"score_gpt":0.2572061906882389,"score_spread":0.1988107154782115,"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."}}