{"id":"W2293321821","doi":"","title":"Analyzing Cyberbullying Among Preteens Within a Canadian Context","year":2015,"lang":"en","type":"article","venue":"2015 APHA Annual Meeting & Expo (Oct. 31 - Nov. 4, 2015)","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Internet privacy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002518412,0.00075231,0.0008211472,0.0007332024,0.000771943,0.0002671219,0.0008281605,0.0006931283,0.001030666],"category_scores_gemma":[0.00119856,0.0007311647,0.0002277652,0.0008624696,0.0003276278,0.0007514441,0.0001974686,0.0008412498,0.001254343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282751,"about_ca_system_score_gemma":0.0009377557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1463919,"about_ca_topic_score_gemma":0.05220724,"domain_scores_codex":[0.9944874,0.0006162284,0.001198516,0.001278055,0.0007110566,0.001708752],"domain_scores_gemma":[0.9946231,0.000248654,0.0009109346,0.001110418,0.00100415,0.002102733],"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":[0.0002934454,0.0002507531,0.1741446,0.00005008881,0.0003833382,0.0005132743,0.09168984,0.0009207496,0.00018965,0.001901729,0.7249547,0.004707816],"study_design_scores_gemma":[0.01939924,0.002418822,0.06816364,0.005812614,0.001328634,0.0008129216,0.2536643,0.01031054,0.001190586,0.001595684,0.6258528,0.009450188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531075,0.00504119,0.000808624,0.001855701,0.008465077,0.001429438,0.0002936801,0.000743587,0.1282553],"genre_scores_gemma":[0.9740065,0.00002481726,0.001677423,0.001025921,0.001279208,0.0001473238,0.0001901045,0.0001988265,0.02144992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619745,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561945189914012,"score_gpt":0.2990520146439631,"score_spread":0.273432562744823,"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."}}