{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003844018,0.0001494892,0.0001773491,0.0001223746,0.0002479957,0.0003583638,0.001439785,0.0002025421,0.0005205082],"category_scores_gemma":[0.00003233486,0.0001146689,0.00006104271,0.0005056878,0.00007774214,0.02204995,0.0003512193,0.000443153,0.0006988544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706833,"about_ca_system_score_gemma":0.00007344627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191235,"about_ca_topic_score_gemma":0.0002451985,"domain_scores_codex":[0.9984172,0.0001351539,0.0004322327,0.0003242227,0.0003653867,0.0003258158],"domain_scores_gemma":[0.9988605,0.0002487497,0.0002001954,0.0004885846,0.000100497,0.0001014577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008162197,0.00007390134,0.002187111,0.00001650952,0.00001438175,0.000003949718,0.0002495889,0.0001318939,0.002092293,0.9522957,0.004333028,0.03859352],"study_design_scores_gemma":[0.001168835,0.0001896642,0.4834264,0.0002250677,0.00001164185,0.00002936422,0.0009917071,0.02627154,0.04126425,0.2071725,0.2385928,0.0006562784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4000849,0.003878479,0.00856034,0.3674941,0.003380197,0.002810214,0.00005690289,0.0006203281,0.2131146],"genre_scores_gemma":[0.984827,0.0001047842,0.002619947,0.01152072,0.0001769563,0.0001959528,0.00003347576,0.00001021518,0.0005109513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7451232,"threshold_uncertainty_score":0.9916281,"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."}}