{"id":"W4413623634","doi":"10.64628/aam.m7jpqujp4","title":"Banning large university parties won’t work — students need to be empowered to propose change","year":2021,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Work (physics); Political science; Public relations; Public administration; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.02763486,0.0005241325,0.0007374412,0.0007795235,0.02812327,0.02601539,0.002944122,0.01658018,0.04140232],"category_scores_gemma":[0.06542615,0.0007560196,0.001008536,0.0007478693,0.0192977,0.01808112,0.02559371,0.03278686,0.0100245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005943973,"about_ca_system_score_gemma":0.03410162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964747,"about_ca_topic_score_gemma":0.0100932,"domain_scores_codex":[0.961462,0.01776951,0.0008506893,0.002083067,0.007799459,0.01003534],"domain_scores_gemma":[0.8679696,0.02354752,0.00528747,0.007457779,0.009620033,0.08611777],"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":[0.0003483872,0.00221456,0.0334308,0.0002821752,0.0001064302,0.0008521648,0.05351409,0.0005169587,0.003971362,0.3062879,0.375045,0.2234303],"study_design_scores_gemma":[0.0001097497,0.0004470297,0.01674104,0.0005247658,0.00003086229,0.0004588587,0.1408637,0.0008224938,0.002701779,0.1724499,0.6646393,0.0002104496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09039871,0.0009389656,0.005970589,0.7921093,0.007067337,0.00008266282,0.00004158669,0.0002075529,0.1031834],"genre_scores_gemma":[0.7134731,0.0005148172,0.002854184,0.201187,0.001939906,0.0001468606,0.00005714591,0.000199425,0.07962753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04140232,"threshold_uncertainty_score":0.1461489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2334361492906334,"score_gpt":0.4677556529134578,"score_spread":0.2343195036228244,"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."}}