{"id":"W2126199351","doi":"10.5539/ies.v2n3p181","title":"The Struggles of Reluctant Workplace Bloggers","year":2009,"lang":"en","type":"article","venue":"International Education Studies","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Tacit knowledge; Task (project management); Implementation; Dissemination; Public relations; Workplace learning; Psychology; Social media; Knowledge management; Sociology; World Wide Web; Political science; Engineering; Computer science; Work (physics)","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":[0.0008775907,0.0000730838,0.00009888042,0.00008354257,0.0001636846,0.00001568749,0.0001996465,0.00002653788,0.00009321649],"category_scores_gemma":[0.001395728,0.00005002554,0.00003895054,0.0001460788,0.0001252533,0.00003493296,0.00001689274,0.0001600375,0.00003061766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005322115,"about_ca_system_score_gemma":0.00005262798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002147543,"about_ca_topic_score_gemma":0.0000015126,"domain_scores_codex":[0.999156,0.0002150261,0.0002406421,0.000130002,0.0001587013,0.00009962291],"domain_scores_gemma":[0.998319,0.00048434,0.000196862,0.0001529963,0.0008345721,0.00001228886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001183936,0.0002585186,0.01108292,0.000003384335,0.0004693186,6.317367e-7,0.0192949,0.00001915349,0.0006106747,0.3388972,0.09167846,0.5375665],"study_design_scores_gemma":[0.00026302,0.0001168335,0.2922857,0.00007088157,0.00002116971,0.00001259993,0.03303586,0.000008050132,0.0003163734,0.02946697,0.6442617,0.0001408495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.803973,0.008440731,0.001578855,0.02555671,0.01536083,0.0001301195,0.000004402064,0.00007341835,0.1448819],"genre_scores_gemma":[0.9673307,0.0001036059,0.00357765,0.0005228572,0.0002931964,0.0000190379,0.000004290672,0.000005063556,0.02814358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5525832,"threshold_uncertainty_score":0.2039982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08497174131476169,"score_gpt":0.503236603183021,"score_spread":0.4182648618682593,"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."}}