{"id":"W4287613990","doi":"10.5281/zenodo.4182221","title":"~&gt;PDF @*BOOK Business Communication Essentials, Fourth Canadian Edition (4th Edition) Full Books","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marketing and Advertising Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; History; Computer science","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005161572,0.0001764634,0.0001549249,0.000275248,0.002925547,0.002206645,0.0008131634,0.00007221903,0.02208549],"category_scores_gemma":[0.0007861539,0.0001992176,0.00004905759,0.0007188232,0.0001416578,0.001309668,0.0005176135,0.0002545994,0.01305394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009573113,"about_ca_system_score_gemma":0.00001405292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273799,"about_ca_topic_score_gemma":0.0001369972,"domain_scores_codex":[0.9985126,0.0001132739,0.0002804982,0.0003612174,0.0003464546,0.0003859737],"domain_scores_gemma":[0.9984046,0.00002156908,0.0001888211,0.0003576637,0.0009304909,0.00009680888],"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":[0.00006564771,0.00004707803,0.000008297426,0.0002697686,0.00002925611,0.00001283998,0.0001686911,0.0001676957,0.001094606,0.01324623,0.9705644,0.01432548],"study_design_scores_gemma":[0.0003471477,0.00002037692,0.001103133,0.0001018593,0.00002842826,0.00001223084,0.0002136254,0.002144184,0.00003643959,0.0004985475,0.9952645,0.0002294772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007084107,0.0002421995,0.007905061,0.03580506,0.0005594955,0.0007537528,0.0001249069,0.002070514,0.9454549],"genre_scores_gemma":[0.978634,0.0002103264,0.0002599113,0.006001857,0.003664391,2.567934e-7,0.008085606,0.001148662,0.001995004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9715499,"threshold_uncertainty_score":0.9988292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361329996113477,"score_gpt":0.2047274323407981,"score_spread":0.1811141323796634,"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."}}