{"id":"W6887742063","doi":"10.17605/osf.io/fraq6","title":"PSY305 APA Writing Project","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008562848,0.001712473,0.001941319,0.001605711,0.0002226771,0.0004580208,0.004377664,0.001813414,0.8753468],"category_scores_gemma":[0.004124982,0.001995783,0.0008784518,0.0009537023,0.0004773743,0.0003598239,0.004874939,0.002353818,0.9978876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008923,"about_ca_system_score_gemma":0.0009939837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025401,"about_ca_topic_score_gemma":0.0004019929,"domain_scores_codex":[0.9852478,0.001848701,0.001570625,0.007796917,0.001704281,0.001831662],"domain_scores_gemma":[0.9817122,0.0006635753,0.001843035,0.01507727,0.000253197,0.0004507124],"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":[0.000140862,0.0005459109,0.00603524,0.0009116902,0.0008838312,0.0000934975,0.0006673134,0.00008552095,0.002453902,0.00150502,0.978518,0.008159174],"study_design_scores_gemma":[0.001440708,0.000001410162,0.0007530479,0.001385042,0.000306621,0.00012893,0.0002090857,0.0002201722,0.001081466,0.0004570312,0.9920968,0.001919658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004592958,0.00001252231,0.0003049889,0.00007958488,0.001201661,0.005904506,0.000475512,0.002792558,0.9887694],"genre_scores_gemma":[0.00129943,0.0001585487,0.003430256,0.0001681315,0.0008950827,0.0009744998,0.0002666138,0.004474069,0.9883333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1225408,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180434400706009,"score_gpt":0.2868270808134047,"score_spread":0.2650227368063446,"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."}}