{"id":"W6887630919","doi":"10.17605/osf.io/an59h","title":"Registration","year":2017,"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":"Identification (biology); Process (computing); Field (mathematics); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002096214,0.0002717467,0.00033247,0.0003336102,0.0007248527,0.004082826,0.01337308,0.0004516986,0.007046932],"category_scores_gemma":[0.003086972,0.0002460837,0.00004430315,0.0007055508,0.002344619,0.0008459766,0.001504139,0.0005273482,0.02942486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674588,"about_ca_system_score_gemma":0.001187245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524263,"about_ca_topic_score_gemma":0.0006712888,"domain_scores_codex":[0.9970739,0.00003886224,0.0001503452,0.001058894,0.001149282,0.0005287493],"domain_scores_gemma":[0.9944791,0.00003541387,0.0008735188,0.004307065,0.00008573286,0.0002191596],"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":[0.00000375269,0.00001832057,0.0000779122,0.00000528018,0.000004743302,0.000008715196,0.00003646676,4.418619e-7,0.000137464,0.03069377,0.9628165,0.006196679],"study_design_scores_gemma":[0.00006717626,0.00001849913,0.000216037,0.001229198,0.00001069081,0.000004655741,0.00001201141,0.00001178281,0.00008306658,0.007587043,0.9904137,0.000346143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003760372,0.0001464489,0.0009384684,0.0002293674,0.001426593,0.0008625673,0.00006481711,0.0001975644,0.9961304],"genre_scores_gemma":[0.0009693987,0.00002558474,0.0464993,0.0001432831,0.0005905112,0.00005062414,0.00001232615,0.0005273227,0.9511817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04556084,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568139666341937,"score_gpt":0.4025923065490081,"score_spread":0.3457783399148144,"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."}}