{"id":"W4239984393","doi":"10.1002/mpr.1839","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"International Journal of Methods in Psychiatric Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":[0.01253151,0.0001718799,0.0007260389,0.004010948,0.0000728809,0.0004186742,0.001459185,0.0002753579,0.04699928],"category_scores_gemma":[0.001634945,0.0001843292,0.0003376632,0.0008202954,0.0001199141,0.0005478621,0.0003568858,0.001335311,0.0432245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916423,"about_ca_system_score_gemma":0.0003125873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729357,"about_ca_topic_score_gemma":0.000003417402,"domain_scores_codex":[0.9965512,0.0002943035,0.002194064,0.0003013715,0.0002993597,0.0003597235],"domain_scores_gemma":[0.9966122,0.0004828317,0.001453865,0.0002850681,0.001071163,0.00009486392],"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":[0.000048317,0.000071408,0.0003493553,0.00003919905,0.0002517646,0.000009625325,0.0005477635,0.0001692255,9.723024e-7,0.006990485,0.9778868,0.01363507],"study_design_scores_gemma":[0.0006833311,0.00004607175,0.0002017347,0.00008457628,0.000003900849,0.00002563499,0.0009646102,0.0001126705,0.00001179186,0.006456266,0.9912521,0.0001572881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001026515,0.02303951,0.009583334,0.001819888,0.09752478,0.0001397478,0.0003492066,0.000002408195,0.8674385],"genre_scores_gemma":[0.0002651898,0.04088874,0.1505406,0.0003929051,0.004958774,0.00002031899,0.00007572355,0.00003568125,0.8028221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1409573,"threshold_uncertainty_score":0.9575205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713651005690163,"score_gpt":0.4791663297971398,"score_spread":0.3078012292281235,"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."}}