{"id":"W6906395077","doi":"10.17613/xfrj6-b0n03","title":"Archival Research Guide for Grad Students","year":2022,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Graduate students; Key (lock)","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004881483,0.000669838,0.0007573629,0.002789693,0.002850114,0.004823787,0.001864819,0.001267377,0.4904103],"category_scores_gemma":[0.01226249,0.00107421,0.0004771108,0.003034123,0.0007588103,0.003726898,0.003561885,0.00320462,0.4907433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266653,"about_ca_system_score_gemma":0.006146475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645789,"about_ca_topic_score_gemma":0.01971514,"domain_scores_codex":[0.9979413,0.0004321456,0.0001623069,0.0002170477,0.001052627,0.0001946108],"domain_scores_gemma":[0.9922639,0.001353663,0.0001630648,0.001183625,0.004148586,0.0008871218],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000128622,0.00005347925,0.0001025465,0.00009666337,7.842915e-7,0.00003393575,0.0006905802,0.00002449273,0.0003404983,0.002346519,0.8786818,0.1176158],"study_design_scores_gemma":[0.000002917068,0.000009455349,0.0001903489,0.00006141877,5.296441e-7,0.00003373816,0.000582215,0.00001466525,0.00008435301,0.0007381556,0.998278,0.000004099807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002339962,0.001999255,0.04373008,0.008199138,0.002597458,0.004045923,0.03517025,0.01965705,0.8822608],"genre_scores_gemma":[0.002166112,0.001747615,0.03437429,0.00232324,0.0002426951,0.003324713,0.01040207,0.004250159,0.9411692],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9951185,"threshold_uncertainty_score":0.7268679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003566390175172,"score_gpt":0.3664714564428557,"score_spread":0.2661148174253385,"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."}}