{"id":"W4362475928","doi":"10.24908/iqurcp16322","title":"School Safety","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Varied Academic Research Topics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Punitive damages; Feeling; Psychology; Mental health; Medical education; Applied psychology; Pedagogy; Social psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005877735,0.0003733648,0.0004106846,0.002091074,0.001025016,0.002254115,0.001762975,0.0003162291,0.0004352956],"category_scores_gemma":[0.008006744,0.0003499287,0.00009814957,0.008858568,0.0008605947,0.003667705,0.00196198,0.002205987,0.01291391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025789,"about_ca_system_score_gemma":0.000616904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007810743,"about_ca_topic_score_gemma":0.00001720981,"domain_scores_codex":[0.9933931,0.00004517276,0.0006271082,0.001006276,0.002799145,0.002129151],"domain_scores_gemma":[0.9940193,0.0001978806,0.0001843568,0.0004011915,0.005008049,0.0001892047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001101764,0.00004462865,0.01751167,0.0003978584,0.00004887263,0.00004272271,0.0002346844,0.000003918042,0.001603053,0.6429914,0.3282603,0.008750699],"study_design_scores_gemma":[0.0008716531,0.00004582838,0.009995054,0.0002759903,0.0000154871,0.000005738133,0.002576346,0.01327154,0.0002736127,0.4095853,0.5624828,0.0006006056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2079385,0.00009601527,0.001273286,0.3753272,0.001559724,0.003858405,0.00001584489,0.004216497,0.4057145],"genre_scores_gemma":[0.980706,0.0007725823,0.0001542081,0.0008467201,0.003485483,0.0002629607,0.00006609123,0.0001000154,0.01360596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7727674,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419471518221607,"score_gpt":0.3753117332109035,"score_spread":0.2333645813887428,"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."}}