{"id":"W6985123040","doi":"","title":"9781552387955.pdf","year":2015,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Natural (archaeology); Population; Agriculture; Reflection (computer programming)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001483192,0.0006594434,0.0007799849,0.0003688401,0.0005350378,0.00009855405,0.001131793,0.001233744,0.9575387],"category_scores_gemma":[0.0002423401,0.0005136029,0.0002958053,0.0006451926,0.00095563,0.0001443606,0.0002953486,0.001703376,0.9709203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951756,"about_ca_system_score_gemma":0.0005087014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056496,"about_ca_topic_score_gemma":0.0008720102,"domain_scores_codex":[0.9964646,0.0009872073,0.0006016916,0.0007493932,0.0004568439,0.0007402412],"domain_scores_gemma":[0.9974563,0.0004336053,0.0006408416,0.0009202418,0.000179372,0.0003696667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009263437,0.0001514033,0.0002784214,0.00002928434,0.0009913846,0.00003444074,0.0001156238,0.00004471365,0.00003758041,0.001427468,0.3332298,0.6635672],"study_design_scores_gemma":[0.001137002,0.00007566054,0.00008606427,0.00003061464,0.001158895,0.00004613895,0.0001131774,0.0002934504,0.00008272001,0.001561309,0.9948261,0.0005889093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001072288,0.00004231876,0.00008648631,0.00258989,0.003251223,0.0008032192,2.444578e-7,0.0003807677,0.9927386],"genre_scores_gemma":[0.002511814,0.0003221435,0.0002352062,0.004747124,0.001819611,0.0001616983,0.001407256,0.0004051671,0.98839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6629784,"threshold_uncertainty_score":0.9997315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08802957585562464,"score_gpt":0.4208695858018333,"score_spread":0.3328400099462086,"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."}}