{"id":"W2059844589","doi":"10.4161/cl.1.1.14274","title":"This article contains supplemental information... or not","year":2011,"lang":"en","type":"article","venue":"Cellular Logistics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000321995,0.0001093936,0.0002183636,0.00009395707,0.0001609476,0.00007008292,0.0002066662,0.00005273778,0.07080847],"category_scores_gemma":[0.0001294518,0.0001087356,0.00006637654,0.00009582907,0.0001539366,0.0003212299,0.0001186133,0.00006942418,0.0535853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007268703,"about_ca_system_score_gemma":0.00001535227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002507995,"about_ca_topic_score_gemma":0.00001198034,"domain_scores_codex":[0.9990234,0.000004840756,0.0004781769,0.0001905237,0.00002814548,0.0002749352],"domain_scores_gemma":[0.9994282,0.00002333195,0.0001900579,0.0002533598,0.00002964922,0.00007541687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007824109,0.0001152112,0.01000866,0.00002340493,0.00009244953,0.00001731032,0.004252732,0.00001254937,0.00002120276,0.6607586,0.3242791,0.0003405768],"study_design_scores_gemma":[0.0009649065,0.00009507711,0.001490209,0.000004001858,0.00001700313,0.000003080824,0.001835631,0.002533428,0.002008541,0.004929816,0.9857575,0.0003608171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01114354,0.0001572965,0.02139705,0.0001116753,0.002741573,0.0002471433,0.00182057,0.00007894865,0.9623022],"genre_scores_gemma":[0.9104221,0.00005083967,0.00234751,0.0005512815,0.00005958364,0.00001203914,0.00005549649,0.000008908074,0.0864922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8992786,"threshold_uncertainty_score":0.9471516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139354591449048,"score_gpt":0.2101170902658041,"score_spread":0.09618163112089927,"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."}}