{"id":"W1827948451","doi":"10.2533/chimia.2015.298","title":"Biotech Meets Chemistry: Roche Invests in Customized Training","year":2015,"lang":"en","type":"article","venue":"CHIMIA International Journal for Chemistry","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Engineering; Mural; Training (meteorology); Engineering ethics; Medical education; Engineering management; Library science; Medicine; Computer science; Physics; Art; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01439942,0.001525664,0.000777897,0.00233546,0.00126582,0.005985168,0.002033185,0.006518242,0.2175507],"category_scores_gemma":[0.0171658,0.00118027,0.001121143,0.001244949,0.001682581,0.004776981,0.006717938,0.00603583,0.2510733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466717,"about_ca_system_score_gemma":0.008858874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626835,"about_ca_topic_score_gemma":0.002496658,"domain_scores_codex":[0.9904343,0.001784187,0.0003066766,0.0009771193,0.004440298,0.002057462],"domain_scores_gemma":[0.966236,0.002910355,0.001267348,0.00322992,0.003830495,0.02252592],"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":[0.0002525477,0.0001697455,0.0005977882,0.0000790199,0.00001420345,0.00008442776,0.0000540165,0.0001310016,0.001848348,0.005402809,0.8584144,0.1329517],"study_design_scores_gemma":[0.0001488935,0.0002223919,0.00152748,0.00006588937,0.000009036959,0.0003796628,0.00004431427,0.0003210691,0.0009129758,0.002802352,0.9935375,0.00002840772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009076309,0.01943569,0.03610341,0.2476876,0.02691554,0.001585565,0.006872822,0.0564985,0.5958245],"genre_scores_gemma":[0.04995303,0.008307241,0.03657142,0.07724017,0.009143396,0.0008338319,0.009483675,0.005936504,0.8025307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2175507,"threshold_uncertainty_score":0.7277797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05361560174456048,"score_gpt":0.3322041548324365,"score_spread":0.2785885530878761,"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."}}