{"id":"W6906587780","doi":"10.17605/osf.io/7uz8f","title":"ActOVA","year":2018,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.002919083,0.001940116,0.001425572,0.004590215,0.00309083,0.01501315,0.002874155,0.003455081,0.6674765],"category_scores_gemma":[0.01277748,0.0008340863,0.001662013,0.00346155,0.002141725,0.006852128,0.006799683,0.005010422,0.7003937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600028,"about_ca_system_score_gemma":0.00718024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006975244,"about_ca_topic_score_gemma":0.00810034,"domain_scores_codex":[0.9973922,0.0004932142,0.0001189031,0.0004746335,0.001039481,0.0004815749],"domain_scores_gemma":[0.9954354,0.0007718309,0.0002379598,0.001106972,0.001314785,0.001133065],"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":[0.00004745314,0.00003990059,0.0001255648,0.0001846127,0.00000962969,0.00003782605,0.00009271949,0.0001440815,0.000173319,0.08903465,0.8456389,0.06447126],"study_design_scores_gemma":[0.000008550879,0.000004981965,0.00008844719,0.0001085165,0.00000383175,0.00003062439,0.00003128626,0.0001470655,0.0001339385,0.02007628,0.9793565,0.000009859401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002708698,0.0008599084,0.01006965,0.003107465,0.00226464,0.00008725229,0.01553066,0.01944205,0.9483676],"genre_scores_gemma":[0.005358987,0.0009483554,0.006142748,0.001409493,0.0005157818,0.0002177126,0.01650174,0.0137803,0.9551248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6674765,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421984483800408,"score_gpt":0.3941236948834188,"score_spread":0.351925246503378,"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."}}