{"id":"W6923604806","doi":"10.14288/1.0300665","title":"The University of British Columbia 70/71 Fifty-Sixth Session","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Attendance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003760711,0.00119311,0.001225133,0.00311639,0.01742463,0.01066882,0.001790546,0.01049992,0.3620657],"category_scores_gemma":[0.005522572,0.0008750407,0.0009029412,0.001624228,0.002686866,0.001826833,0.004489325,0.005712889,0.1107661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0217987,"about_ca_system_score_gemma":0.03202399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5103058,"about_ca_topic_score_gemma":0.8453127,"domain_scores_codex":[0.997429,0.000280155,0.00008207818,0.0002694771,0.0009150709,0.001024262],"domain_scores_gemma":[0.9938895,0.0004392725,0.00009802999,0.0003873912,0.002850265,0.002335605],"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":[0.00003214833,0.00003744258,0.0004014298,0.00004761622,0.000003889736,0.0001347042,0.0001398754,0.00003786826,0.0001614245,0.002182867,0.9864581,0.01036262],"study_design_scores_gemma":[0.000008891553,0.000009563546,0.003621982,0.0001786189,0.000005972928,0.00003665893,0.0005999269,0.00006173956,0.0001235832,0.0005612666,0.9947727,0.00001919301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005505823,0.009187944,0.0005680025,0.06726376,0.03032932,0.0004310154,0.003794714,0.0004837651,0.8824356],"genre_scores_gemma":[0.005323438,0.0006573371,0.0001112529,0.002060617,0.0007021094,0.00005897602,0.0002786623,0.00005633641,0.9907513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4896942,"threshold_uncertainty_score":0.9851563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323884600503593,"score_gpt":0.2513578043544664,"score_spread":0.2381189583494305,"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."}}