{"id":"W2922412233","doi":"10.1016/j.plrev.2019.03.002","title":"First among equals","year":2019,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Emory University","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001072982,0.0008979513,0.0009822251,0.001732366,0.001288119,0.004523714,0.001059193,0.002723419,0.03829836],"category_scores_gemma":[0.004693255,0.0002440119,0.0003391831,0.001554968,0.002680036,0.006718858,0.003172419,0.004490494,0.02327731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277661,"about_ca_system_score_gemma":0.002439836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009398024,"about_ca_topic_score_gemma":0.002360003,"domain_scores_codex":[0.9992217,0.0002380174,0.00004065633,0.0001664363,0.0002524117,0.00008078309],"domain_scores_gemma":[0.9990926,0.0003776563,0.00005717799,0.0001261116,0.0001889403,0.0001575624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003193426,0.00001790323,0.00009791315,0.001018965,0.0000164236,0.00008203592,0.0002868988,0.00008641844,0.0002055106,0.1850745,0.5239805,0.289101],"study_design_scores_gemma":[0.000001813118,0.000003223736,0.00003177835,0.0002671086,0.00000267736,0.00009362963,0.00002914966,0.00001477051,0.0000270582,0.01679993,0.9827259,0.000003047995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003243499,0.7488054,0.004548452,0.03990617,0.02804475,0.00002109391,0.0001331416,0.0002406413,0.177976],"genre_scores_gemma":[0.0156441,0.5552928,0.003784208,0.05457414,0.03013529,0.0001093304,0.0002790812,0.0002780799,0.339903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03829836,"threshold_uncertainty_score":0.1281208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203728944997794,"score_gpt":0.37993120024377,"score_spread":0.2595583057439907,"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."}}