{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002027199,0.003057426,0.001927021,0.003566074,0.001143132,0.003219917,0.003572445,0.002569137,0.04546649],"category_scores_gemma":[0.008676174,0.0008137155,0.001500518,0.006446056,0.0005547529,0.001565072,0.002933985,0.002697206,0.06096165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429774,"about_ca_system_score_gemma":0.003890405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04393703,"about_ca_topic_score_gemma":0.07874587,"domain_scores_codex":[0.9981287,0.0003520657,0.0001499952,0.0004670636,0.0006125676,0.0002895787],"domain_scores_gemma":[0.9962834,0.0009456294,0.0004185598,0.0008670022,0.0007158102,0.0007697105],"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":[0.00008747519,0.00001189588,0.0005601585,0.0002225579,0.00002378866,0.00001839005,0.000007382356,0.0002180989,0.00005123838,0.0002577471,0.9964729,0.002068311],"study_design_scores_gemma":[0.0005605739,0.00003945287,0.004427974,0.0003356898,0.00006354004,0.00008835637,0.00004409827,0.001433998,0.0005058474,0.002755532,0.9896937,0.00005117528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002528525,0.0004212028,0.0001772903,0.0004044268,0.00006353429,0.00001756499,0.9959704,0.001291056,0.001401762],"genre_scores_gemma":[0.0007703481,0.0002276415,0.0004137982,0.0002101976,0.00001551668,0.00005663739,0.9974197,0.0001318944,0.0007542536],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9975702,"threshold_uncertainty_score":0.1521006,"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."}}