{"id":"W3175174388","doi":"10.7202/1078465ar","title":"Safety, Collaboration, and Empowerment","year":2021,"lang":"en","type":"article","venue":"Archivaria","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Context (archaeology); Empathy; Citizen journalism; Public relations; Work (physics); Psychology; Sociology; Knowledge management; Political science; Social psychology; Computer science; Engineering; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003009115,0.00005975013,0.00006196563,0.0000259485,0.000179063,0.0002204829,0.00004072202,0.000002447717,0.0005662644],"category_scores_gemma":[0.000008749031,0.00005339027,0.00001950109,0.00002020332,0.0001004992,0.0001483819,0.00007477825,0.0000312293,0.00008754311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005164273,"about_ca_system_score_gemma":0.00002729025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001259827,"about_ca_topic_score_gemma":0.00002551785,"domain_scores_codex":[0.99956,0.00001959132,0.0001026496,0.0001348372,0.00009136825,0.00009153143],"domain_scores_gemma":[0.9997786,0.00004537351,0.00001824351,0.00008381285,0.00002993673,0.00004404584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009246004,0.00005901082,0.00002292222,0.00001023334,0.00003205875,0.00001861186,0.004545757,0.000002467541,0.00002180959,0.9833394,0.005058045,0.006880383],"study_design_scores_gemma":[0.0001209226,0.00002071644,0.005627412,0.000007272492,0.000006234343,0.000002991924,0.0003631612,0.00002106015,0.0000148043,0.4975496,0.4962116,0.00005416061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005158242,0.00002460577,0.0001534473,0.004474952,0.0002195896,0.00006325559,0.00007305141,0.00003111941,0.9898018],"genre_scores_gemma":[0.9765488,0.00003296299,0.0003812886,0.0008338405,0.0001794428,0.000008126264,0.0001476983,0.000006045944,0.02186183],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9713905,"threshold_uncertainty_score":0.6200198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385796043806489,"score_gpt":0.2074383712663045,"score_spread":0.1935804108282396,"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."}}