{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002629198,0.001220242,0.0007375404,0.003544207,0.00324324,0.01140514,0.001890917,0.004418905,0.7011834],"category_scores_gemma":[0.01088205,0.0005280252,0.001104035,0.002451285,0.001475281,0.00566729,0.005964955,0.004541255,0.5675035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170412,"about_ca_system_score_gemma":0.007574108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275491,"about_ca_topic_score_gemma":0.02758301,"domain_scores_codex":[0.9977382,0.0003209255,0.00008101131,0.0003017935,0.001133812,0.0004241905],"domain_scores_gemma":[0.9959497,0.0006824597,0.0001932185,0.0004785746,0.001264843,0.001431271],"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":[0.00002446669,0.00001917892,0.0000849346,0.00008051675,0.000004003451,0.0000270304,0.00004512262,0.00003903272,0.00009064456,0.03755382,0.9190069,0.04302436],"study_design_scores_gemma":[0.000005008226,0.0000029064,0.00008698096,0.0000433288,0.000001764452,0.00001649986,0.00002408311,0.00003596989,0.00005302633,0.00761609,0.992109,0.000005304112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002265101,0.0009710215,0.002800918,0.008109055,0.002477809,0.00007268655,0.006877112,0.003994998,0.9744699],"genre_scores_gemma":[0.001795073,0.0005089237,0.001317611,0.002466864,0.0003674468,0.00008020532,0.003591181,0.002248621,0.987624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2988166,"threshold_uncertainty_score":0,"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."}}