{"id":"W1949364624","doi":"10.1111/j.1556-4029.2010.01504.x","title":"From Abstract to Publication: The Fate of Research Presented at an Annual Forensic Meeting","year":2010,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"American Academy of Forensic Sciences","keywords":"Forensic science; Presentation (obstetrics); Jurisprudence; Library science; Section (typography); Medicine; Law; Political science; Computer science; Veterinary medicine; Surgery","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2241987,0.0001628008,0.001360621,0.0008724823,0.000592081,0.00117472,0.004765309,0.000070086,0.002797867],"category_scores_gemma":[0.08080842,0.00006088834,0.000741255,0.003687421,0.001032761,0.00106507,0.0003198381,0.0004400425,0.0002684136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002432953,"about_ca_system_score_gemma":0.0002643798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713533,"about_ca_topic_score_gemma":0.0008493958,"domain_scores_codex":[0.9773759,0.003038742,0.006351924,0.0006002386,0.01224976,0.0003834106],"domain_scores_gemma":[0.9710775,0.009480553,0.00662173,0.002268225,0.0101752,0.0003767724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008037982,0.000174491,0.09088902,0.00001856731,0.0002456129,0.00001534409,0.01169392,0.0005899298,0.02329113,0.004319479,0.7395876,0.1290945],"study_design_scores_gemma":[0.0007186814,0.001348181,0.5458391,0.0003258326,0.0002860219,0.0003077839,0.05396837,0.01019682,0.02313428,0.101704,0.2616239,0.0005470503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793686,0.0001876455,0.0001693912,0.01289074,0.0008640519,0.0003002976,0.00002081022,0.000001902131,0.006196626],"genre_scores_gemma":[0.9861367,0.000004970084,0.01181078,0.0001609725,0.0005821947,0.000004051862,0.000001069982,0.000005094632,0.001294164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4779636,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7260511335897535,"score_gpt":0.5819335927160701,"score_spread":0.1441175408736833,"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."}}