{"id":"W4394181056","doi":"10.6084/m9.figshare.693227","title":"Open Drug Discovery Teams at Hacking Health Montreal","year":2013,"lang":"en","type":"dataset","venue":"Figshare","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hacker; Internet privacy; Computer security; Business; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004339066,0.0002907836,0.0003285816,0.00008224769,0.0000761808,0.0002962825,0.0008418006,0.0002131835,0.08195614],"category_scores_gemma":[0.00008696358,0.0002664172,0.00006186781,0.0001270925,0.000004324058,0.0003115061,0.0004973563,0.0004074582,0.008313309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940046,"about_ca_system_score_gemma":0.0001001719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761098,"about_ca_topic_score_gemma":0.000719797,"domain_scores_codex":[0.9988694,0.00001444631,0.0002540657,0.0002798235,0.0001975857,0.0003847376],"domain_scores_gemma":[0.9991485,0.00005225893,0.00006660067,0.0004937394,0.00001914412,0.0002197344],"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":[6.27724e-7,0.00001440513,1.494624e-7,0.002198029,0.00002554483,0.000002693777,0.00003482217,0.0001899586,5.372196e-7,1.03316e-7,0.9953026,0.002230578],"study_design_scores_gemma":[0.00009263973,0.000008577983,0.0001977475,0.002832772,0.000005529548,0.000004990125,0.000008042817,0.0004984654,0.000006356715,0.000004419579,0.9960422,0.0002982499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000005167814,0.001208395,0.000001027662,0.0001403616,0.000704466,0.0003725708,0.9970677,0.0001783643,0.000321955],"genre_scores_gemma":[0.00003159644,0.0001130142,0.00002800643,0.0001852884,0.0005897108,0.0004441348,0.9969338,0.00005072094,0.001623716],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07364283,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011771120819888,"score_gpt":0.2493252366046546,"score_spread":0.2292075253964558,"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."}}