{"id":"W6962726021","doi":"10.17605/osf.io/k6tfw","title":"Bullies2","year":2019,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001740139,0.0004134732,0.0005650536,0.0006510467,0.0002272041,0.001985638,0.01421559,0.0005772784,0.03400236],"category_scores_gemma":[0.001150426,0.0003602598,0.00007103918,0.003226298,0.001711785,0.000457534,0.003550131,0.0008274271,0.3664134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230239,"about_ca_system_score_gemma":0.001266081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045055,"about_ca_topic_score_gemma":0.00008081698,"domain_scores_codex":[0.9957893,0.00005444367,0.0002281145,0.001471415,0.001531184,0.0009255441],"domain_scores_gemma":[0.9954538,0.0001048249,0.0004163676,0.003642141,0.00008899906,0.000293917],"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":[0.000005107354,0.00003269723,0.0001495659,0.0000113117,0.00001011064,0.000006196306,0.00007934733,0.000002972573,0.00008655756,0.04462269,0.9531758,0.001817585],"study_design_scores_gemma":[0.0001065855,0.0000294906,0.00008706746,0.0009850268,0.00001335178,0.000004617211,0.00005911702,0.00001442097,0.00006771093,0.003303207,0.9947841,0.0005452739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009647015,0.0003130401,0.0003820366,0.0002332313,0.002678843,0.001557158,0.0001787621,0.0003078154,0.9943395],"genre_scores_gemma":[0.0003240932,0.00002414449,0.04862163,0.0006578552,0.0004452927,0.00005667325,0.00001130243,0.001255873,0.9486032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3324111,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955314646337577,"score_gpt":0.3629655966599577,"score_spread":0.3334124501965819,"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."}}