{"id":"W4393982840","doi":"10.1016/b978-0-12-821935-5.00011-9","title":"From broccoli to the brain—Scale-free activity","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scale (ratio); Psychology; Computer science; Geography; Cartography","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":[0.0001283524,0.0005821627,0.0002903759,0.0006519128,0.00042066,0.001979457,0.0005788617,0.0009063476,0.02219321],"category_scores_gemma":[0.0004606928,0.0002575392,0.0001719366,0.000513495,0.001606601,0.002045956,0.0006466607,0.001427747,0.005816824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196203,"about_ca_system_score_gemma":0.0002682717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664915,"about_ca_topic_score_gemma":0.002843346,"domain_scores_codex":[0.9999357,0.000009034849,0.00000307053,0.00002056207,0.00002667002,0.000004805406],"domain_scores_gemma":[0.9999205,0.00003754324,0.000005295574,0.00001415492,0.00001224711,0.00001033511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003307277,0.00001015285,0.0001232309,0.0002464208,0.0000140543,0.0001365093,0.0003659326,0.0009264255,0.00742544,0.5363185,0.08149562,0.3729046],"study_design_scores_gemma":[0.000006855961,0.00002168424,0.001152512,0.0001693566,0.000007376446,0.0006882618,0.0001272588,0.001875648,0.001241475,0.4517818,0.5429053,0.00002242232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004421756,0.09792835,0.1039596,0.004973992,0.00255184,0.00002510475,0.0002471069,0.0009498636,0.7849424],"genre_scores_gemma":[0.1450663,0.06957135,0.05009609,0.001658755,0.003611211,0.0001204343,0.0003896925,0.0008703907,0.7286157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02219321,"threshold_uncertainty_score":0.07424372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302633182583246,"score_gpt":0.2483825960328794,"score_spread":0.2253562642070469,"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."}}