{"id":"W2596524478","doi":"10.29173/cais953","title":"The Embedded Records Manager: A Pilot Study Emphasizing the Importance of Community as a Key to Success","year":2016,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Context (archaeology); Political science; Library science; Sociology; Philosophy; Geography; Computer science","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":[0.01738518,0.0003185755,0.0004282776,0.001197266,0.005976086,0.005321579,0.001717295,0.001409622,0.01049365],"category_scores_gemma":[0.03290213,0.0005725823,0.0002686426,0.000938251,0.00267095,0.004921184,0.004166998,0.002123958,0.001854629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136071,"about_ca_system_score_gemma":0.007849603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241736,"about_ca_topic_score_gemma":0.009700067,"domain_scores_codex":[0.988969,0.007239402,0.0004669644,0.0007292919,0.001340209,0.001255137],"domain_scores_gemma":[0.9748783,0.01172414,0.001526237,0.002483594,0.003091657,0.006296135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009575382,0.01902452,0.06666207,0.0007442054,0.00003580122,0.003145386,0.7195262,0.0002914011,0.005882349,0.008691148,0.007545097,0.1674944],"study_design_scores_gemma":[0.0002805435,0.01195624,0.0411688,0.0002671435,0.00004491303,0.000702404,0.8869601,0.0008980817,0.003074311,0.001216597,0.05334457,0.00008626144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874979,0.00007778238,0.002188236,0.001342062,0.00005267468,0.0008787013,0.00007675298,0.00006388618,0.00782209],"genre_scores_gemma":[0.9783256,0.0002812043,0.008424765,0.0006813271,0.00005840087,0.0009270849,0.00008783655,0.00006150868,0.01115221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738518,"threshold_uncertainty_score":0.09194267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482611977762508,"score_gpt":0.2644756931197668,"score_spread":0.216214495343516,"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."}}