{"id":"W4250301033","doi":"10.1038/d41586-019-00449-7","title":"The experiment","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Computer science","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":[0.01052031,0.0004552018,0.0008066195,0.0003861724,0.002024065,0.003728545,0.00130099,0.003357809,0.1018691],"category_scores_gemma":[0.05456232,0.0004176248,0.0004418742,0.0005721145,0.003897922,0.003762203,0.001521417,0.004071077,0.0145355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370782,"about_ca_system_score_gemma":0.002250835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005581,"about_ca_topic_score_gemma":0.001443401,"domain_scores_codex":[0.9887034,0.006508484,0.0003691917,0.001909916,0.001974275,0.0005346513],"domain_scores_gemma":[0.9458439,0.03839324,0.003490716,0.00800874,0.002672451,0.001590967],"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":[0.01452356,0.003223397,0.01087621,0.001261625,0.0003106605,0.0002471388,0.004416668,0.0008216789,0.004154816,0.7362909,0.1565424,0.06733092],"study_design_scores_gemma":[0.006957781,0.003052403,0.01251109,0.0004590758,0.0002509808,0.0004793235,0.002706609,0.002539677,0.002963223,0.3923384,0.575587,0.0001544149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1639186,0.002605987,0.02682376,0.06309596,0.008841694,0.002432509,0.006742787,0.0005381345,0.7250006],"genre_scores_gemma":[0.7957334,0.0007414256,0.01007819,0.03827386,0.002476492,0.005676695,0.001669361,0.0003532744,0.1449974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1018691,"threshold_uncertainty_score":0.3407861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007194879444763901,"score_gpt":0.3176688592081504,"score_spread":0.3104739797633865,"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."}}