{"id":"W2916618829","doi":"10.1186/s13722-017-0087-8","title":"Proceedings of the 14th annual conference of INEBRIA","year":2017,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Centre for Addiction and Mental Health","funders":"University of Stirling; Medical Research Council; Newcastle University","keywords":"Health psychology; Public health; Psychology; Medicine; Nursing","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","sts"],"consensus_categories":[],"category_scores_codex":[0.004004378,0.00008062695,0.0001518477,0.00003736876,0.0003348059,0.00009882959,0.001304667,0.0001378752,0.00001938952],"category_scores_gemma":[0.04426775,0.00005367591,0.00009632642,0.0001570567,0.003726382,0.0000943015,0.0007061829,0.0002273464,0.000009871691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007983395,"about_ca_system_score_gemma":0.0005386705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004049364,"about_ca_topic_score_gemma":0.000006333382,"domain_scores_codex":[0.9980798,0.00003578668,0.0005936237,0.0002716755,0.0007994221,0.000219731],"domain_scores_gemma":[0.9960453,0.0001367782,0.0008847595,0.0005089213,0.002270603,0.000153675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001089326,0.001405959,0.08369235,0.0001262556,0.0001936237,0.000001364654,0.001085905,0.00000522952,0.6179739,0.003933202,0.04556387,0.244929],"study_design_scores_gemma":[0.001214832,0.001805506,0.4674518,0.00009288626,0.00008364193,0.00002432663,0.002224896,0.0007335921,0.1964866,0.0003657435,0.3292763,0.0002398586],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959417,0.00004507194,0.0003217676,0.00286791,0.000952992,0.0002507103,0.00003473772,0.000005347927,0.03610446],"genre_scores_gemma":[0.9968259,0.0003724128,0.00182734,0.0002704999,0.0001997879,0.000003167067,0.000001799408,0.000003858811,0.0004952314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4214874,"threshold_uncertainty_score":0.9989849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07395026985151279,"score_gpt":0.4287627287986213,"score_spread":0.3548124589471084,"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."}}