{"id":"W4240635850","doi":"10.26522/br.v13i1.1526","title":"Between Friends","year":2017,"lang":"en","type":"article","venue":"The Brock Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Psychology; Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004327735,0.00008346263,0.0003629645,0.00001926185,0.0006080203,0.0001128352,0.0007396376,0.0000203272,0.003430273],"category_scores_gemma":[0.0001353483,0.00006306441,0.000124789,0.00003238682,0.00008857906,0.0001580161,0.0002465532,0.00006560345,0.04471115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936423,"about_ca_system_score_gemma":0.000004390619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005749812,"about_ca_topic_score_gemma":0.000003802453,"domain_scores_codex":[0.9992653,0.000006121713,0.0003123084,0.0002249259,0.00001732014,0.0001740062],"domain_scores_gemma":[0.9987044,0.00002380895,0.0003658546,0.0008574676,0.00001098149,0.00003747489],"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":[8.539225e-7,0.00001030483,0.01973448,0.0002473212,0.0001157564,6.573216e-7,0.0000858993,4.500297e-7,2.209763e-7,0.07618096,0.8921587,0.01146443],"study_design_scores_gemma":[0.00007605014,0.000004558756,0.01293604,0.000132775,0.00001831761,6.784694e-7,0.00001298657,0.000003461565,0.000001290969,0.005453886,0.9812682,0.00009172248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001229542,0.1175265,0.00005070434,0.002648722,0.001073036,0.0001960161,0.0001482484,0.00002112939,0.8771061],"genre_scores_gemma":[0.1949254,0.1418329,0.0001129848,0.002161646,0.0005374748,0.00004895304,0.000008448501,0.00002439255,0.6603478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2167583,"threshold_uncertainty_score":0.9974808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228217831126742,"score_gpt":0.2735349650327857,"score_spread":0.1507131819201115,"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."}}