{"id":"W3034347718","doi":"10.36510/learnland.v13i1.998","title":"Review Board (Vol. 13)","year":2020,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002726814,0.0001056638,0.0003608486,0.00003941519,0.0001233329,0.00005518317,0.000173423,0.00003347232,0.0152588],"category_scores_gemma":[0.0004348235,0.0001104426,0.000109915,0.000152833,0.00002485872,0.000117943,0.00008869221,0.0001476169,0.03394581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001379177,"about_ca_system_score_gemma":0.000005083902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002930767,"about_ca_topic_score_gemma":0.000002644649,"domain_scores_codex":[0.9990849,0.000009621292,0.0003079395,0.0003663249,0.00002028606,0.0002109527],"domain_scores_gemma":[0.9995736,0.0000265876,0.0001715941,0.0001173726,0.0000208979,0.00008995816],"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":[0.000005358732,0.00001021534,0.0331507,0.0002004072,0.00005296704,0.000002527082,0.0006347566,0.0001880409,0.000001645518,0.005971918,0.9588732,0.0009083305],"study_design_scores_gemma":[0.0001929128,0.0000285992,0.0007419217,0.00005903083,0.000007020086,4.810415e-7,0.0001405424,0.0012385,0.00000263175,0.0002431676,0.9971924,0.0001527281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006404966,0.1034681,0.0003334993,0.006576445,0.001524499,0.0002012921,0.00005570576,0.0002274007,0.8812081],"genre_scores_gemma":[0.6356091,0.06040049,0.0006351733,0.02336116,0.001251795,0.0000535104,0.000058678,0.0000737314,0.2785563],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6292042,"threshold_uncertainty_score":0.9856414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802813636032069,"score_gpt":0.2124495732733616,"score_spread":0.174421436913041,"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."}}