{"id":"W4235860249","doi":"10.3410/f.726000369.793520412","title":"Faculty Opinions recommendation of Long-term neural and physiological phenotyping of a single human.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Term (time); Computer science; Psychology; Information retrieval; Neuroscience; Artificial intelligence","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"],"consensus_categories":[],"category_scores_codex":[0.0006349832,0.0004019011,0.0007115353,0.0003283984,0.0003117193,0.00009453119,0.001063029,0.0003469205,0.000339764],"category_scores_gemma":[0.009845423,0.0002391831,0.0003515953,0.001520745,0.0009977918,0.0004315485,0.0004513321,0.000571126,0.00001319911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005891162,"about_ca_system_score_gemma":0.000205337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008232288,"about_ca_topic_score_gemma":0.000001291941,"domain_scores_codex":[0.9959084,0.0006759713,0.001250862,0.0008274158,0.001029536,0.0003078096],"domain_scores_gemma":[0.9944742,0.0002670402,0.001750232,0.0008268454,0.002468198,0.0002134397],"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":[0.00001419077,0.0005621397,0.00001380205,0.002528475,0.00001323855,1.754899e-7,0.0000522759,1.849871e-8,0.003209339,0.0002878442,0.9887853,0.004533181],"study_design_scores_gemma":[0.0005117155,0.0002409058,0.008498376,0.005601677,0.00007555905,0.00003690963,0.0000134887,0.000004895049,0.001605343,0.00004495052,0.9831063,0.0002599399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008514758,0.0001711682,0.00005095247,0.04730716,0.001151151,0.0009492368,0.9502007,0.00003030024,0.00005413619],"genre_scores_gemma":[0.001629012,0.0001877159,0.00003149088,0.004197914,0.0002159963,0.000106289,0.9930946,0.00001629443,0.0005206585],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04310925,"threshold_uncertainty_score":0.998495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09471300314880256,"score_gpt":0.3795716836215025,"score_spread":0.2848586804727,"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."}}