{"id":"W6899263103","doi":"10.58079/ourp","title":"The role of blogging in academia","year":2013,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Social media; Government (linguistics); Context (archaeology); Work (physics)","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":[0.0200041,0.0004676725,0.0007078545,0.004174764,0.01710036,0.02951098,0.002097778,0.006331432,0.02307488],"category_scores_gemma":[0.03900096,0.0005705269,0.0004261453,0.005527684,0.01265338,0.01950862,0.01315549,0.005503488,0.004895126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003856346,"about_ca_system_score_gemma":0.008376828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252803,"about_ca_topic_score_gemma":0.002720655,"domain_scores_codex":[0.9844131,0.01054412,0.0003801896,0.001162737,0.00148493,0.002014931],"domain_scores_gemma":[0.914468,0.04591678,0.005965192,0.00449978,0.005135426,0.02401481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003289353,0.0003711909,0.02512425,0.001133688,0.00004134555,0.001881218,0.13299,0.0003282306,0.00187933,0.3334283,0.1919904,0.3105031],"study_design_scores_gemma":[0.00009137271,0.0002113958,0.01149687,0.001777851,0.00003259834,0.0008441497,0.1268094,0.0005712913,0.0005635269,0.1164491,0.7410295,0.0001229964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08732788,0.03223209,0.003251472,0.289647,0.008539697,0.00006722846,0.0002635667,0.0004438247,0.5782273],"genre_scores_gemma":[0.91629,0.01145153,0.001468104,0.01539117,0.005019813,0.0001359681,0.0001187483,0.0001684277,0.04995615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.970489,"threshold_uncertainty_score":0.1057931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00706955488189903,"score_gpt":0.2070454048105951,"score_spread":0.199975849928696,"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."}}