{"id":"W921031550","doi":"","title":"Reaching Out, Reaching In: A Preliminary Investigation into Archives’ Use of Social Media in Canada","year":2013,"lang":"en","type":"article","venue":"Archivaria (Association of Canadian Archivists)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Library science; Political science; Humanities; Sociology; Art; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003329261,0.0003325405,0.0005710356,0.003579178,0.01647243,0.008988202,0.002173897,0.0009430777,0.009206951],"category_scores_gemma":[0.01571005,0.0005507006,0.0004121143,0.006897018,0.004456568,0.003116627,0.004867143,0.00189374,0.0006571612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05978188,"about_ca_system_score_gemma":0.1026342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879483,"about_ca_topic_score_gemma":0.994733,"domain_scores_codex":[0.9958104,0.0006134646,0.0002233477,0.0004481614,0.001762577,0.001142111],"domain_scores_gemma":[0.988461,0.002703583,0.001188937,0.0004619248,0.005010284,0.002174292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001678503,0.0001808744,0.2058567,0.0002973554,0.00003688456,0.0006017998,0.7420168,0.0001002165,0.001073976,0.003699698,0.00439574,0.04157219],"study_design_scores_gemma":[0.000007016005,0.00006720739,0.2292961,0.0002142898,0.00003041354,0.0001003067,0.7380895,0.0001752196,0.0004557098,0.0002349117,0.0312656,0.00006369309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684722,0.0005496199,0.0002997156,0.002295091,0.00004190607,0.000168014,0.000841125,0.00002858133,0.02730366],"genre_scores_gemma":[0.9850169,0.0008934869,0.0004184387,0.0005398556,0.00001593375,0.0001002905,0.0002376329,0.00003558456,0.01274184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910118,"threshold_uncertainty_score":0.4337499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801359269071612,"score_gpt":0.1805197347544663,"score_spread":0.1525061420637502,"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."}}