{"id":"W4248878271","doi":"10.1145/3332165.3368381","title":"Session details: Session 7A: Text","year":2019,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002997309,0.001289807,0.001814516,0.001249796,0.003310659,0.007495564,0.001951064,0.005223234,0.8832446],"category_scores_gemma":[0.009767462,0.0004471002,0.001884347,0.001006513,0.0004994779,0.003092143,0.00349656,0.004639735,0.7875639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241975,"about_ca_system_score_gemma":0.003647991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300438,"about_ca_topic_score_gemma":0.005801877,"domain_scores_codex":[0.9987122,0.0002319897,0.00007045027,0.0002611765,0.0004463523,0.0002778057],"domain_scores_gemma":[0.9928664,0.001048222,0.0002475864,0.0005824249,0.002992888,0.002262359],"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":[0.0000842241,0.00001832122,0.00002332466,0.00008191245,0.000003187111,0.000009950537,0.000008267541,0.00001460411,0.0001001494,0.0003543363,0.9934064,0.005895226],"study_design_scores_gemma":[0.00005931062,0.00003714078,0.0003933002,0.0001484968,0.000007001464,0.00002227708,0.0000411431,0.00005784411,0.0001832008,0.001043365,0.9979948,0.00001214235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001042844,0.003643477,0.00321647,0.03289454,0.1566267,0.002633889,0.04734593,0.005529806,0.7470664],"genre_scores_gemma":[0.004671989,0.001417555,0.0008540264,0.007088046,0.01831596,0.001167832,0.0128798,0.00197355,0.9516313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1167554,"threshold_uncertainty_score":0.1665375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596737748042161,"score_gpt":0.2117838932155154,"score_spread":0.1758165157350937,"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."}}