{"id":"W6940085943","doi":"10.7282/t3fx7880","title":"English (New Brunswick)","year":2012,"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":"Identification (biology); Process (computing); Subject (documents); Work (physics)","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":[0.0007309308,0.001917046,0.001860536,0.007531273,0.002677063,0.0002160057,0.005846641,0.002448302,0.002800606],"category_scores_gemma":[0.0001420153,0.002779173,0.001308298,0.004883021,0.001708788,0.001412208,0.002186405,0.004970993,0.002621691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603399,"about_ca_system_score_gemma":0.003303683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04220749,"about_ca_topic_score_gemma":0.00005923678,"domain_scores_codex":[0.9907005,0.004242852,0.0005407308,0.001314557,0.001118597,0.002082693],"domain_scores_gemma":[0.9903364,0.000563596,0.001580941,0.004727851,0.0005204353,0.002270785],"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":[0.0005982437,0.001110123,0.00104735,0.0003131804,0.002290857,0.0009450687,0.004711289,0.00001949493,0.02912293,0.00118651,0.9580925,0.0005625039],"study_design_scores_gemma":[0.003872473,0.0002094394,0.00001694267,0.0006484864,0.00212028,0.00004941124,0.0006028669,0.000008182757,0.02783272,0.00002561911,0.9616662,0.002947424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004407285,0.0005908454,0.0004283761,0.00005798688,0.003035204,0.00108911,0.0003151843,0.005327807,0.9891114],"genre_scores_gemma":[0.02946324,0.0003527163,0.001485151,0.00006857868,0.001362535,1.610973e-7,0.0006052549,0.001803792,0.9648586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04214825,"threshold_uncertainty_score":0.9995322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340615858338611,"score_gpt":0.1835083945999918,"score_spread":0.1701022360166057,"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."}}