{"id":"W7132376813","doi":"","title":"The E-Reading Platform Competition (B): Six Platforms Emerging in China","year":2012,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Reading (process); Competitor analysis; China; Competition (biology); The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000693396,0.0006405094,0.0004922806,0.0006926157,0.001241578,0.0001521825,0.0006732057,0.0005980366,0.0004324583],"category_scores_gemma":[0.0001237283,0.000491037,0.0002358991,0.0004621589,0.000867044,0.0005547573,0.0002067289,0.001043978,0.002516608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647795,"about_ca_system_score_gemma":0.0005362867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718396,"about_ca_topic_score_gemma":0.0005798541,"domain_scores_codex":[0.9966168,0.00004518962,0.0007689415,0.0005950913,0.001080141,0.0008937989],"domain_scores_gemma":[0.9981967,0.0001285542,0.0006592514,0.0007367986,0.0000572121,0.0002214909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002048881,0.0003640675,0.004732575,0.0002757676,0.0003850499,0.000371443,0.0004742635,0.0009548576,0.002257586,0.827036,0.1603681,0.00257543],"study_design_scores_gemma":[0.0006828808,0.00002078881,0.006755017,0.001245212,0.00006193842,0.0003671669,0.00009903747,0.0002446229,0.000352833,0.0008582441,0.9885839,0.0007283124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004047328,0.00372797,0.0001594703,0.00002663119,0.007051054,0.0006812009,0.000104467,0.0005482776,0.9836536],"genre_scores_gemma":[0.5115246,0.0002826634,0.0004853651,0.00006209886,0.00627032,0.000297852,0.0008216732,0.001231569,0.4790239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8282159,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183329961818224,"score_gpt":0.2436553159665424,"score_spread":0.2318220163483602,"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."}}