{"id":"W3048442115","doi":"10.21992/tc29491","title":"Which One is Real?","year":2020,"lang":"en","type":"article","venue":"TranscUlturAl A Journal of Translation and Cultural Studies","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430509,0.0001339937,0.0003015763,0.00001551712,0.0001500555,0.00003005669,0.0001284936,0.0000540132,0.0002797738],"category_scores_gemma":[0.00001910077,0.0000744787,0.0001324369,0.0002567975,0.0002033776,0.0003008589,0.000005232724,0.0001996279,0.00001840136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008088587,"about_ca_system_score_gemma":0.000005150839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008233441,"about_ca_topic_score_gemma":0.00001338575,"domain_scores_codex":[0.9989918,0.00007522445,0.0003667578,0.000155875,0.000244991,0.00016539],"domain_scores_gemma":[0.9993577,0.00004986702,0.0001089389,0.00003812832,0.0002732978,0.0001720501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001796089,0.0002345137,0.001289541,0.0001700948,0.001907876,0.00002939814,0.6711299,0.0000151419,0.03961406,0.2013869,0.002404178,0.08002236],"study_design_scores_gemma":[0.03974131,0.01508346,0.3991168,0.001446653,0.00514979,0.001828932,0.2500207,0.0006112818,0.01792104,0.20101,0.06299917,0.005070789],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7238342,0.02365804,0.0003563169,0.1918305,0.0004425001,0.0002390591,0.00002025517,0.00005313214,0.05956599],"genre_scores_gemma":[0.9961095,0.002428923,0.0003109517,0.0008473071,0.0002366956,0.000001840676,9.521327e-7,0.000003820309,0.00006001534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4211091,"threshold_uncertainty_score":0.3063327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810795327440202,"score_gpt":0.3708688405040113,"score_spread":0.1897893077599911,"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."}}