{"id":"W4229771474","doi":"10.1109/icdew49219.2020.00006","title":"ICDEW 2020 Committees","year":2020,"lang":"en","type":"article","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.01288869,0.001008352,0.001024826,0.004180572,0.003351116,0.01048847,0.004028332,0.007924581,0.4449591],"category_scores_gemma":[0.0179195,0.0006627584,0.001261415,0.001694257,0.00100103,0.002986644,0.005729374,0.004107368,0.381103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003971165,"about_ca_system_score_gemma":0.01226316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619858,"about_ca_topic_score_gemma":0.009179072,"domain_scores_codex":[0.9916311,0.001104236,0.0003341209,0.0008889418,0.004348374,0.001693288],"domain_scores_gemma":[0.9777028,0.0009884774,0.0006037274,0.001366242,0.01077873,0.008560013],"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":[0.00004993803,0.0000279174,0.0001076289,0.00005619697,0.000002487959,0.00002554599,0.00001074409,0.00003793317,0.0001862045,0.003602501,0.978563,0.01732977],"study_design_scores_gemma":[0.00001157612,0.000008312325,0.0001995563,0.00002838366,0.000001269862,0.00002324206,0.00001384183,0.00004109078,0.00007664289,0.0008036834,0.9987887,0.000003772369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001415632,0.00336142,0.006346639,0.04778597,0.05770767,0.0009487417,0.01119908,0.002285586,0.8689492],"genre_scores_gemma":[0.003367171,0.0006597874,0.00200345,0.01269167,0.006400416,0.0003771285,0.008282916,0.0006373757,0.9655802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4449591,"threshold_uncertainty_score":0.7916985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281884048978399,"score_gpt":0.2285489783303842,"score_spread":0.1657301378406003,"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."}}