{"id":"W2941769166","doi":"10.1111/sjop.12537","title":"How prevalent is contextual information in research on school bullying?","year":2019,"lang":"en","type":"article","venue":"Scandinavian Journal of Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Psychology; Quarter (Canadian coin); Sample (material); Empirical research; Human factors and ergonomics; Poison control; Social psychology; Applied psychology; Social science; Sociology; Geography; Medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001897671,0.0001792171,0.0003656994,0.001253154,0.0001010072,0.0001003369,0.0004675826,0.0003047585,0.005324834],"category_scores_gemma":[0.0001701894,0.0001486574,0.0001161131,0.0005492167,0.0001214613,0.0005168267,0.00003499305,0.001159424,0.00127746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439253,"about_ca_system_score_gemma":0.00007729542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935964,"about_ca_topic_score_gemma":0.000005238807,"domain_scores_codex":[0.9973122,0.0006791263,0.0006883226,0.0002597755,0.0005398198,0.0005206804],"domain_scores_gemma":[0.9981551,0.0001577221,0.0005991769,0.0004389427,0.0004327548,0.0002163655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004663441,0.0008446243,0.6528518,0.00009308082,0.0001689903,0.0001699825,0.0131142,0.00009467296,0.0007509642,0.005438362,0.2819574,0.03985246],"study_design_scores_gemma":[0.01836435,0.00773961,0.7579489,0.002039486,0.00003767266,0.001174447,0.01294375,0.0000776566,0.0002513527,0.003760649,0.1950407,0.000621378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617868,0.0005584236,0.0005583866,0.00760363,0.003747947,0.0004878678,0.00001091753,0.00001617818,0.02522983],"genre_scores_gemma":[0.9934851,0.0001807407,0.0001421676,0.001801231,0.0003146509,0.00001245882,0.000006022325,0.00002018196,0.004037469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050972,"threshold_uncertainty_score":0.9995002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526249779803777,"score_gpt":0.4113555964870647,"score_spread":0.3360930986890269,"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."}}