{"id":"W6907738457","doi":"10.24433/co.9810370.v1","title":"Dendritic exictability controls overdispersion","year":2023,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interval (graph theory); Attractor; Neuronal firing; Range (aeronautics); Function (biology); Dispersion (optics); Cable theory","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003744106,0.0004786808,0.0006756076,0.0003292229,0.00006828085,0.00005678879,0.0004684098,0.0004806418,0.006823232],"category_scores_gemma":[0.0004492314,0.0004795901,0.0002735117,0.000323318,0.0002158465,0.00005747302,0.0001741135,0.00038026,0.05618028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823786,"about_ca_system_score_gemma":0.00008948499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002143476,"about_ca_topic_score_gemma":0.001833808,"domain_scores_codex":[0.9975862,0.0001624818,0.0003092219,0.000803394,0.0005483025,0.0005904149],"domain_scores_gemma":[0.9981293,0.000182205,0.0002166659,0.001197107,0.00005064321,0.0002240572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002754805,0.00007207775,0.001903078,0.0001191955,0.0001019282,0.00006882843,0.00004391171,0.000002036432,0.0001483655,0.0004841455,0.9968182,0.0002107149],"study_design_scores_gemma":[0.001166484,0.00003673042,0.001273133,0.0004690734,0.0001531903,0.000009018157,0.00005629895,0.0001704797,0.00003796106,0.000353514,0.9956791,0.0005950595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009423702,0.001246069,0.0000325497,0.0001137452,0.001472013,0.001096638,0.003913668,0.007745342,0.9834376],"genre_scores_gemma":[0.03409924,0.00006813576,0.000103443,0.0001031774,0.0008640215,0.00001457497,0.0002091611,0.008683869,0.9558544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04935705,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028450080305432,"score_gpt":0.2789061558740212,"score_spread":0.2586216550709669,"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."}}