{"id":"W4398571477","doi":"10.7910/dvn/hsrilh/xjhcu2","title":"ai_importance_md.RData","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001361792,0.002752106,0.001780671,0.005321291,0.001085122,0.003786179,0.003749093,0.002886012,0.2031385],"category_scores_gemma":[0.01277795,0.0008595621,0.001966139,0.007683207,0.0006354207,0.00207147,0.002677241,0.002232594,0.194593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067912,"about_ca_system_score_gemma":0.003007972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0286533,"about_ca_topic_score_gemma":0.05351517,"domain_scores_codex":[0.9987392,0.0002512051,0.0001459788,0.0003851082,0.0002493025,0.0002292971],"domain_scores_gemma":[0.9961838,0.001298068,0.0003295912,0.0009265978,0.0008616134,0.0004004452],"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":[0.00003898253,0.00001041405,0.0003775015,0.0005055432,0.00002670544,0.000008179913,0.00001058883,0.0001445639,0.0000319671,0.0003047811,0.9974076,0.001133215],"study_design_scores_gemma":[0.0004356605,0.00002922866,0.002790429,0.0005733161,0.00006583081,0.00006954434,0.0000750933,0.000620441,0.0003019581,0.002870654,0.9921246,0.00004326069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006672483,0.00009451891,0.00003938042,0.0001147831,0.00003617364,0.000007136067,0.9985408,0.0004055933,0.0006948433],"genre_scores_gemma":[0.0005084833,0.0001057009,0.0002045648,0.0001209438,0.00002376645,0.00006027675,0.997811,0.0001491667,0.001016078],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7968615,"threshold_uncertainty_score":0.6795661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232070072824104,"score_gpt":0.2756462265835092,"score_spread":0.2433255258552682,"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."}}