{"id":"W2152718520","doi":"10.1353/esc.2007.0052","title":"Some Things, You're Better Off Not Knowing … Thoughts on RateMyProfessors.com","year":2005,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joke; Class (philosophy); Psychology; Art; Literature; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005313238,0.0008268983,0.0005083241,0.0008938015,0.001983014,0.00530246,0.0006943829,0.001503679,0.7949116],"category_scores_gemma":[0.006271138,0.0004263432,0.0003975637,0.0009292242,0.0005663157,0.005073676,0.003386568,0.001605401,0.6805459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007140617,"about_ca_system_score_gemma":0.000757591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861667,"about_ca_topic_score_gemma":0.005506516,"domain_scores_codex":[0.9992458,0.0001304956,0.0000327306,0.00008918796,0.0003699281,0.0001318775],"domain_scores_gemma":[0.9959597,0.0004636497,0.0003050221,0.0002916685,0.0007927622,0.002187283],"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":[0.00000946386,0.00001943881,0.0001444702,0.00003542166,9.581094e-7,0.00005010055,0.0002095334,0.000006486854,0.0001421375,0.0004358088,0.9766219,0.02232427],"study_design_scores_gemma":[0.000004995969,0.00001895145,0.0004474166,0.00005914057,0.000001680161,0.0001163335,0.0004349103,0.00001961428,0.0001111918,0.0002009626,0.9985749,0.00000993192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002048634,0.0007148609,0.0008721076,0.008187022,0.003009596,0.00008098174,0.001084711,0.004418002,0.9795842],"genre_scores_gemma":[0.005184512,0.0006916778,0.0003779891,0.003606081,0.0009658553,0.00005010287,0.000456437,0.001269397,0.9873979],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7949116,"threshold_uncertainty_score":0.2925338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333326166796535,"score_gpt":0.3839591236479741,"score_spread":0.3306258619800088,"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."}}