{"id":"W7061920902","doi":"","title":"Report on the risk assessment of 1-phenyl-2-(pyrrolidin-1-yl)pentan-1-one (α-pyrrolidinovalerophenone, α-PVP).","year":2016,"lang":"en","type":"report","venue":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Risk assessment; MEDLINE; Risk factor; Risk management tools; Epidemiology","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":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.001299566,0.0009811004,0.0008813904,0.0009385301,0.0008792116,0.0002084523,0.006992142,0.0006159365,0.0006969981],"category_scores_gemma":[0.0003014182,0.000729385,0.000911992,0.0006201796,0.001087635,0.0006880763,0.001586834,0.00204906,0.0001221239],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005486017,"about_ca_system_score_gemma":0.000864685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006896222,"about_ca_topic_score_gemma":0.0001205889,"domain_scores_codex":[0.9933217,0.0003796464,0.001114039,0.001143917,0.003384692,0.0006560367],"domain_scores_gemma":[0.9924707,0.001044468,0.001992495,0.002231007,0.002191153,0.00007018208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001401495,0.001879251,0.02196769,0.0003528637,0.02755913,0.003536623,0.001637465,0.2633667,0.06570596,0.3775331,0.2310562,0.004003533],"study_design_scores_gemma":[0.008186826,0.0007335496,0.03990118,0.002533682,0.004809453,0.002202932,0.007461757,0.1312476,0.04352936,0.01563478,0.7376211,0.006137815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5708706,0.00009519156,0.009839166,0.007519065,0.009852763,0.001483331,0.001666983,0.0008505599,0.3978223],"genre_scores_gemma":[0.9181182,0.002299083,0.0004356295,0.00009931275,0.001002569,0.000007787261,0.0003425724,0.0001333637,0.07756145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5065649,"threshold_uncertainty_score":0.9995157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588671116322736,"score_gpt":0.2285292112715196,"score_spread":0.2126425001082923,"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."}}