{"id":"W2224001221","doi":"10.7202/1043408ar","title":"What is editorialization?","year":2016,"lang":"en","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Context (archaeology); Space (punctuation); Computer science; Dynamics (music); Work (physics); Epistemology; Sociology; Engineering; Geography","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":[0.00005328572,0.00007079564,0.00006115869,0.00004557025,0.00006187503,0.002574231,0.0002826576,0.0000379861,0.00006001431],"category_scores_gemma":[0.00006509385,0.00003507098,0.00003128441,0.0002274516,0.000025136,0.009140679,0.0001240358,0.00001928724,0.0003934017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002535523,"about_ca_system_score_gemma":0.00004025936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007599456,"about_ca_topic_score_gemma":0.000005840388,"domain_scores_codex":[0.9993073,0.0000133382,0.00009321456,0.0001892166,0.0001979913,0.0001988897],"domain_scores_gemma":[0.999311,0.00003676755,0.00003466828,0.0003223919,0.000158542,0.0001366627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.961889e-7,0.00003245701,0.00007102702,0.000001741426,0.0000104035,0.000008732551,0.0007628428,1.055966e-7,0.002259444,0.3448948,0.5882723,0.06368546],"study_design_scores_gemma":[0.0001611747,0.00002633406,0.0002461583,0.00001413591,7.820957e-7,0.0000139838,0.00001704747,0.0000753875,0.003044078,0.02651362,0.9697735,0.0001138426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03227546,0.001109859,0.2133153,0.4722624,0.1400898,0.0005300776,0.00002085209,0.001936214,0.1384601],"genre_scores_gemma":[0.9677091,0.000112892,0.0006117853,0.003331284,0.005339399,0.000002738227,0.000002812252,0.000008520991,0.02288152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9354336,"threshold_uncertainty_score":0.9984612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320716078831057,"score_gpt":0.2925768078973773,"score_spread":0.1605052000142717,"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."}}