{"id":"W2345421470","doi":"","title":"LARRY J. HACKMAN, ed., Many Happy Returns: Advocacy and the Development of Archives","year":2012,"lang":"en","type":"article","venue":"Archivaria (Association of Canadian Archivists)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Management; Economics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005663492,0.001351053,0.0006610592,0.003062552,0.003405422,0.008079555,0.002094443,0.006199318,0.007755111],"category_scores_gemma":[0.01329745,0.0009520729,0.0005200573,0.004342359,0.003897565,0.01513841,0.002018783,0.006697843,0.003980455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314539,"about_ca_system_score_gemma":0.0107197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03167148,"about_ca_topic_score_gemma":0.1288853,"domain_scores_codex":[0.9973737,0.001036258,0.0002213325,0.0001512098,0.001068846,0.0001485565],"domain_scores_gemma":[0.9901799,0.006385659,0.0005706013,0.0001604095,0.001810504,0.000892996],"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":[0.00001829,0.00001068317,0.0004045128,0.0003606306,0.000005545885,0.00008029264,0.001385394,0.00002842055,0.00003034503,0.005035691,0.948841,0.04379931],"study_design_scores_gemma":[0.00001369894,0.000008209234,0.001090182,0.001935606,0.00001520782,0.00029641,0.004743921,0.00005867873,0.00009720025,0.006061899,0.9856613,0.00001778507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002725001,0.6976192,0.0004369731,0.2681011,0.02309076,0.0000124486,0.00005524208,0.00004350186,0.01036819],"genre_scores_gemma":[0.008562797,0.8759888,0.001681075,0.05487145,0.0231365,0.00005145047,0.00007520991,0.00007282126,0.03555985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9919205,"threshold_uncertainty_score":0.06297421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417156068319968,"score_gpt":0.1884208534894546,"score_spread":0.1742492928062549,"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."}}