{"id":"W4248528834","doi":"10.29173/cais412","title":"Internet Book Publishing -- A Case Study","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; The Internet; Scientific publishing; Computer science; World Wide Web; Electronic publishing; Library science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002599942,0.0003735274,0.0004414178,0.004128709,0.008238657,0.004898439,0.001651472,0.002746921,0.009038507],"category_scores_gemma":[0.009003752,0.0004262131,0.0004420215,0.008340513,0.002401227,0.003043513,0.002205007,0.002085079,0.001680106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611998,"about_ca_system_score_gemma":0.001922311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008844383,"about_ca_topic_score_gemma":0.02237112,"domain_scores_codex":[0.9974921,0.001215204,0.0001404164,0.0001774268,0.0006079502,0.0003669105],"domain_scores_gemma":[0.9886211,0.008129871,0.001016233,0.0004713607,0.0005396546,0.001221832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005505212,0.007253024,0.1016491,0.001260592,0.00008527417,0.2731509,0.4431525,0.001153439,0.002000874,0.02239715,0.01977862,0.1275681],"study_design_scores_gemma":[0.0001057148,0.0007906446,0.05883621,0.0008697439,0.00008822434,0.09361027,0.6283106,0.001572459,0.002967105,0.003067282,0.2096805,0.0001013312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533452,0.001460141,0.0007537981,0.001481386,0.00007191834,0.0002103293,0.0003112034,0.00003062742,0.04233539],"genre_scores_gemma":[0.9611529,0.005251246,0.002679157,0.0007477955,0.0001515831,0.0001784318,0.0003696526,0.00007750822,0.02939179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009038507,"threshold_uncertainty_score":0.03023684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764666866139513,"score_gpt":0.2949024757718194,"score_spread":0.2572558071104243,"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."}}