{"id":"W4411585807","doi":"10.5840/dap2018/20192915","title":"Canadian Publishers","year":2018,"lang":"en","type":"article","venue":"Directory of American Philosophers","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008381177,0.0001556981,0.0002314792,0.0001660882,0.0002145418,0.0001225012,0.0003061631,0.00002773569,0.004845325],"category_scores_gemma":[0.00007093707,0.0001494099,0.00008468619,0.0001712153,0.002450638,0.0003456543,0.00002424165,0.0001114457,0.00004803184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026113,"about_ca_system_score_gemma":0.0002014475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1345022,"about_ca_topic_score_gemma":0.1157065,"domain_scores_codex":[0.9990212,0.00003665543,0.0001886355,0.0002279788,0.0002111782,0.000314353],"domain_scores_gemma":[0.9990115,0.0000312027,0.0001217978,0.0003199267,0.0002822677,0.0002333231],"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":[0.00005133557,0.00004229261,0.005067527,0.00001521811,0.0001605483,0.00001067136,0.02380933,6.891051e-7,0.00006966942,0.6597811,0.3014719,0.009519675],"study_design_scores_gemma":[0.00006310321,0.000137663,0.000466532,0.00001267663,0.00001507102,9.723594e-7,0.002143096,0.000002431141,0.00007149475,0.002403747,0.9945007,0.0001824939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04402649,0.0001572398,5.534966e-7,0.0008072327,0.001935999,0.00008422332,0.0001043982,0.00008785114,0.952796],"genre_scores_gemma":[0.9936806,0.000001953826,0.0001525379,0.001836173,0.001893402,0.000006232965,0.00002043163,0.0000259898,0.002382692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9504133,"threshold_uncertainty_score":0.9960644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778829919194438,"score_gpt":0.2454221419352477,"score_spread":0.2276338427433033,"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."}}