{"id":"W2398211346","doi":"","title":"Our turn? An evaluation of the turn to the practice based approach in information science","year":2013,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Knowledge management; Practice theory; Sociology; Process (computing); Engineering ethics; Empirical research; Epistemology; Computer science; Data science; Social science; Engineering","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012537,0.0001196269,0.0001260194,0.000411628,0.00113258,0.0008714274,0.0006303586,0.00007648586,0.00004170662],"category_scores_gemma":[0.003533451,0.00007956594,0.00004384731,0.002131873,0.0002257266,0.03152874,0.00006947024,0.0001255777,0.0001060637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008454488,"about_ca_system_score_gemma":0.00102464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005010274,"about_ca_topic_score_gemma":0.0003193722,"domain_scores_codex":[0.996008,0.0006724723,0.0009523408,0.00008438854,0.001948111,0.000334722],"domain_scores_gemma":[0.995446,0.00008404609,0.0008792595,0.0003718522,0.003132731,0.00008616663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000532611,0.00005725966,0.002680159,0.0001229122,0.00001373495,1.430682e-8,0.6347046,0.0374878,0.00010577,0.07688404,0.001237331,0.2466531],"study_design_scores_gemma":[0.001028253,0.000109557,0.06728463,0.0001181045,0.00003966895,0.000004866438,0.7767006,0.122274,0.001015203,0.002080401,0.02903651,0.0003081203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807136,0.0000182824,0.05224768,0.004398338,0.001624989,0.008189324,0.0000467695,0.0001109056,0.1526501],"genre_scores_gemma":[0.9971725,0.000002372724,0.001181387,0.001124166,0.00006697207,0.0003930532,0.00004689355,0.000003633743,0.000008993046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.246345,"threshold_uncertainty_score":0.9820167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040969725011994,"score_gpt":0.3431968760258909,"score_spread":0.3027871787757709,"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."}}