{"id":"W7097161523","doi":"","title":"Independent Studies Certificates students.usask.ca Centre for Continuing &amp;amp; Distance Education","year":2013,"lang":"en","type":"article","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Certificate; Continuing education; Continuing professional development; Block (permutation group theory); Home study","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":["insufficient_payload"],"category_scores_codex":[0.0007003666,0.0008094939,0.0005963586,0.001166704,0.002854093,0.004474215,0.001163764,0.001689015,0.9265482],"category_scores_gemma":[0.002485613,0.0006213502,0.0004080466,0.001372581,0.0007566037,0.00143023,0.003812706,0.002108497,0.8447233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264288,"about_ca_system_score_gemma":0.009250284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03237756,"about_ca_topic_score_gemma":0.1145076,"domain_scores_codex":[0.9993911,0.00006821847,0.00002826551,0.0001168829,0.0002119168,0.0001836693],"domain_scores_gemma":[0.996268,0.0002488735,0.00009214867,0.0002930557,0.0008540857,0.002243939],"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":[0.0000231959,0.0001019754,0.0003163073,0.00005542825,8.861116e-7,0.00003358551,0.0000424412,0.00001565168,0.0001193595,0.0005845003,0.9465531,0.05215361],"study_design_scores_gemma":[0.00001607922,0.000009611639,0.001107824,0.00005575571,9.985192e-7,0.00002458283,0.0001180986,0.00001894185,0.00007414875,0.0001747864,0.9983947,0.000004595462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001104233,0.00026217,0.0002217959,0.002654537,0.0007497895,0.0001762829,0.004802234,0.0009675297,0.9890615],"genre_scores_gemma":[0.001703394,0.0001807767,0.0001807395,0.0003898838,0.00004594561,0.00004707368,0.0009548358,0.0002105172,0.9962869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07345182,"threshold_uncertainty_score":0.1047701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746522535904166,"score_gpt":0.4423769213406923,"score_spread":0.3677246677502757,"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."}}