{"id":"W4200324948","doi":"10.1016/j.neuroimage.2021.118776","title":"Naturalistic imaging: The use of ecologically valid conditions to study brain function","year":2021,"lang":"en","type":"editorial","venue":"NeuroImage","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Brain function; Function (biology); Neuroimaging; Psychology; Naturalism; Neuroscience; Biology; Evolutionary biology; Epistemology; Philosophy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000431716,0.0004330127,0.0005506138,0.0001861221,0.0007012573,0.0003047617,0.000588488,0.0001676931,0.0001784907],"category_scores_gemma":[0.2055277,0.0003294942,0.0002330386,0.000768993,0.0003027344,0.0002647133,0.0006834836,0.001238828,0.00007797856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009880946,"about_ca_system_score_gemma":0.0002069358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004911239,"about_ca_topic_score_gemma":0.00008725829,"domain_scores_codex":[0.9950427,0.001421466,0.0004995714,0.001323257,0.00132729,0.0003857401],"domain_scores_gemma":[0.9337758,0.06435741,0.0003060054,0.0009187047,0.0005530884,0.00008898132],"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":[0.00009261304,0.0004351407,0.0001043384,0.00002380901,0.00003472454,0.0002230867,0.0001342821,0.0001309165,0.02125457,0.0002072747,0.977196,0.0001632916],"study_design_scores_gemma":[0.0005257945,0.0007814351,0.01150453,0.00002874879,0.0001781036,0.00001293604,0.0001242216,0.00005029667,0.0008427275,0.0003060672,0.9852821,0.0003630634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0253628,0.00004090105,0.000151551,0.01221793,0.9580094,0.0019158,0.001462283,0.0002437426,0.0005955915],"genre_scores_gemma":[0.4340712,0.00004054504,0.0001379041,0.03682254,0.5198603,0.0007461893,0.00026887,0.0002309472,0.007821491],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4381491,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969275402201578,"score_gpt":0.3319705485699073,"score_spread":0.2422777945478916,"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."}}