{"id":"W6962652997","doi":"10.17605/osf.io/fhycw","title":"Drafts","year":2017,"lang":"en","type":"article","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Identification (biology); Set (abstract data type); Process (computing); Subject (documents)","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":[0.01370074,0.001075291,0.0009728864,0.004550313,0.003147026,0.00819004,0.002710956,0.00316011,0.5310903],"category_scores_gemma":[0.1180388,0.0006680675,0.001456703,0.002120673,0.001807991,0.004732911,0.004251223,0.004888557,0.3376299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775379,"about_ca_system_score_gemma":0.01088069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125944,"about_ca_topic_score_gemma":0.01265671,"domain_scores_codex":[0.986981,0.003411624,0.0007708413,0.001772904,0.006229199,0.000834361],"domain_scores_gemma":[0.929662,0.01293731,0.001713907,0.01198774,0.04047327,0.003225747],"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":[0.00003481184,0.00001586195,0.00009676201,0.0000880956,0.000007803502,0.00002983354,0.0001562313,0.00005258809,0.0001244585,0.02290888,0.9627557,0.01372893],"study_design_scores_gemma":[0.00002119393,0.000006256107,0.0001658375,0.0001426185,0.000008803883,0.00003202019,0.0001326423,0.00007869762,0.0001874684,0.01038264,0.9888288,0.00001291133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002122739,0.002108828,0.03360601,0.1088333,0.08078474,0.002608897,0.09718599,0.007816561,0.6649329],"genre_scores_gemma":[0.01979873,0.001505536,0.02275517,0.01827797,0.01058738,0.002317177,0.05857326,0.00753625,0.8586485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4689097,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306781647697887,"score_gpt":0.4417886016061678,"score_spread":0.368720785129189,"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."}}