{"id":"W4242634557","doi":"10.31219/osf.io/63pfm","title":"","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058364,0.000916996,0.000973537,0.0007492006,0.0002441255,0.003534949,0.00185536,0.0006219561,0.0127479],"category_scores_gemma":[0.000406922,0.0006418489,0.0006058636,0.0004246716,0.00009618079,0.002594284,0.009538976,0.001483416,0.005553312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008698555,"about_ca_system_score_gemma":0.0001027136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060007,"about_ca_topic_score_gemma":0.0006313325,"domain_scores_codex":[0.9961218,0.00001163275,0.0008350936,0.001531464,0.000686949,0.0008130396],"domain_scores_gemma":[0.996867,0.00007902506,0.0005495063,0.001682726,0.0008046474,0.00001707036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004630516,0.0003904355,0.01252213,0.003823179,0.0002978273,0.00002560348,0.0001707127,0.001812783,0.0005615128,0.01378832,0.955616,0.01052843],"study_design_scores_gemma":[0.0009016282,0.00002017751,0.004403819,0.000404225,0.0002109009,0.000001829447,0.0002090439,0.6160202,0.0003271392,0.05752125,0.3179668,0.002013003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3189238,0.0002593238,0.003724615,0.004954603,0.005233647,0.001688377,0.000002637434,0.001239218,0.6639738],"genre_scores_gemma":[0.9630702,0.00002667986,0.0001837532,0.02114447,0.006095378,0.00009898238,0.0002034352,0.000114394,0.009062738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.654911,"threshold_uncertainty_score":0.9996033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130963154238215,"score_gpt":0.2237434780365096,"score_spread":0.1824338464941274,"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."}}