{"id":"W3112146176","doi":"","title":"Weird Lex but OK – A Song for the Ucalgary 1L Class of 2020","year":2020,"lang":"en","type":"article","venue":"Lex Electronica","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Class (philosophy); 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":[],"consensus_categories":[],"category_scores_codex":[0.001560591,0.0009901748,0.000716133,0.0007708314,0.009295549,0.00901615,0.0008768748,0.003164178,0.2499797],"category_scores_gemma":[0.002890801,0.0004167838,0.0005465884,0.0004160528,0.001702146,0.004189375,0.005640061,0.007738002,0.1164475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492523,"about_ca_system_score_gemma":0.002462504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008362861,"about_ca_topic_score_gemma":0.02916709,"domain_scores_codex":[0.9989228,0.000173227,0.00003248323,0.0001547212,0.0003075015,0.0004093345],"domain_scores_gemma":[0.9983108,0.0000999082,0.00004802397,0.00007545007,0.0002948436,0.001170895],"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":[0.00004920825,0.00002622388,0.0001733653,0.00002127198,0.000001829247,0.00003628147,0.0003714644,0.000007633601,0.0001565475,0.006324515,0.9818062,0.01102548],"study_design_scores_gemma":[0.00000396011,0.00001445195,0.0004988877,0.00003691522,6.930396e-7,0.00001227107,0.000545797,0.000007985884,0.00005597007,0.0004889365,0.9983285,0.000005682683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004635004,0.004925162,0.0005928569,0.1729747,0.1290318,0.00009950803,0.001625623,0.0007589881,0.6853563],"genre_scores_gemma":[0.00706852,0.0003076637,0.0001380188,0.008952719,0.004354882,0.00003491309,0.0002303592,0.0003184105,0.9785945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2499797,"threshold_uncertainty_score":0.8362654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504809714957988,"score_gpt":0.3449298043152398,"score_spread":0.3098817071656599,"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."}}