{"id":"W6959087087","doi":"10.7282/t3z03b8n","title":"Graduate School—New Brunswick","year":2016,"lang":"en","type":"other","venue":"Rutgers University Community Repository (Rutgers University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Agency (philosophy); Subject (documents)","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007133087,0.001984642,0.001895272,0.008363718,0.002918109,0.0002403128,0.006426793,0.001976561,0.003855893],"category_scores_gemma":[0.0001509844,0.002468482,0.001371103,0.003752462,0.002022428,0.001231583,0.002177125,0.004419398,0.01104238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004841781,"about_ca_system_score_gemma":0.005529823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04743095,"about_ca_topic_score_gemma":0.00008053665,"domain_scores_codex":[0.9899909,0.004526156,0.0005993854,0.001627361,0.001346758,0.001909407],"domain_scores_gemma":[0.9895188,0.0006187116,0.001756031,0.005046251,0.0004751387,0.002585078],"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":[0.0006922778,0.0004940895,0.0004670953,0.0002028863,0.001885969,0.001719301,0.0006088107,0.00000611721,0.06516001,0.0006088417,0.9276779,0.0004767652],"study_design_scores_gemma":[0.007262817,0.0003418486,0.00003277382,0.00167205,0.001919542,0.0001159162,0.000314934,0.000009361841,0.04781513,0.0001545668,0.9363614,0.003999712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006194555,0.0002134198,0.0009403104,0.0002886896,0.00173525,0.00117377,0.0004957412,0.00455537,0.9905355],"genre_scores_gemma":[0.01307503,0.0006874945,0.001104932,0.0001025906,0.0007028585,1.881532e-7,0.0003453291,0.001733681,0.9822479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04735042,"threshold_uncertainty_score":0.9993191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676573209695881,"score_gpt":0.2139791072590423,"score_spread":0.1872133751620834,"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."}}