{"id":"W4226022562","doi":"","title":"Compound Brain or General Intellect?","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Intellect; Psychology; Neuroscience; Cognitive science; Philosophy; Epistemology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001125781,0.0002594623,0.0004072985,0.0009263763,0.001298323,0.001407272,0.002999907,0.00003573055,0.05778247],"category_scores_gemma":[0.002040712,0.0002337662,0.000147004,0.002798195,0.0002739082,0.001816017,0.001479994,0.0006059666,0.00005672898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701588,"about_ca_system_score_gemma":0.0004142259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001618469,"about_ca_topic_score_gemma":0.00001468301,"domain_scores_codex":[0.9960954,0.001014779,0.0006371954,0.0007246207,0.001096505,0.0004315244],"domain_scores_gemma":[0.9975595,0.001011697,0.0006133473,0.0003949657,0.0001604205,0.0002600168],"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":[0.0003917515,0.0005226764,0.01345007,0.00001285289,0.00001009246,0.00006464654,0.000238033,0.0001506071,0.8097348,0.0004169927,0.1667493,0.008258202],"study_design_scores_gemma":[0.0009317548,0.0001085996,0.1131104,0.00005611731,0.00003565678,0.000365465,0.0004542352,0.0007530669,0.4676411,0.005941923,0.409886,0.0007156533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753258,0.0004706969,0.0004866182,0.001328058,0.004235963,0.0005949293,0.00006969154,0.00007386215,0.01741443],"genre_scores_gemma":[0.9734955,0.0007138269,0.00003838963,0.01060418,0.0002219531,0.00012001,0.000006270202,0.00004340503,0.0147565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420937,"threshold_uncertainty_score":0.9996294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3832443341286548,"score_gpt":0.5566190456006533,"score_spread":0.1733747114719985,"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."}}