{"id":"W4233462575","doi":"10.1021/cen-09633-cover8","title":"Joseph Moran","year":2018,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009646143,0.0004833897,0.0003496244,0.0009642481,0.004449034,0.004111772,0.0007891749,0.002171865,0.1100227],"category_scores_gemma":[0.003784494,0.0002212187,0.0002477029,0.0005131412,0.001204816,0.002059441,0.001957607,0.003577337,0.04486318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003860604,"about_ca_system_score_gemma":0.006549933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293028,"about_ca_topic_score_gemma":0.05305433,"domain_scores_codex":[0.998647,0.0001386492,0.00003596785,0.0002991063,0.0006765936,0.0002027366],"domain_scores_gemma":[0.9978817,0.0001780885,0.00006845179,0.00007430888,0.0008335502,0.0009639768],"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":[0.00001025039,0.00001350591,0.0002208053,0.00002829611,0.000001685337,0.0000699291,0.0001188299,0.00002360088,0.00009846416,0.01435246,0.9513788,0.03368343],"study_design_scores_gemma":[8.774388e-7,0.00000342172,0.0001195038,0.00002455028,6.193922e-7,0.00007770334,0.00007219143,0.00001394862,0.00006326896,0.0007212148,0.9989001,0.000002616862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002210005,0.0524991,0.001953122,0.2469406,0.05064783,0.00005930834,0.0004429402,0.0005167613,0.6447304],"genre_scores_gemma":[0.01391748,0.01691263,0.0009426227,0.03485966,0.003263783,0.00002563168,0.0001911856,0.0001898489,0.9296972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100227,"threshold_uncertainty_score":0.3680627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858175185655967,"score_gpt":0.2537985374412166,"score_spread":0.2352167855846569,"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."}}