{"id":"W2810903310","doi":"10.48550/arxiv.1807.00071","title":"GOTO Rankings Considered Helpful","year":2018,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Goto; Position (finance); Psychology; Computer science; Data science; Sociology; Political science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.01923562,0.001475459,0.001774989,0.007696587,0.006571125,0.02505815,0.001525636,0.003762451,0.09027629],"category_scores_gemma":[0.1369792,0.0006959016,0.0008403374,0.01434614,0.004901206,0.01256257,0.005885391,0.004934235,0.03086138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004189883,"about_ca_system_score_gemma":0.01225962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003983286,"about_ca_topic_score_gemma":0.007554341,"domain_scores_codex":[0.9604735,0.01672813,0.002776097,0.002914298,0.01321613,0.003891934],"domain_scores_gemma":[0.9104167,0.02893677,0.007163628,0.01112126,0.03242671,0.009934999],"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":[0.0002751595,0.00003360854,0.003041408,0.0007589912,0.00007252975,0.0001539493,0.0008966138,0.0006133016,0.0002612843,0.2673334,0.6267453,0.0998144],"study_design_scores_gemma":[0.00004145638,0.0000278645,0.001427049,0.0006148323,0.00004209216,0.00009966801,0.0009115305,0.0004850605,0.000250112,0.1026668,0.8933648,0.00006865896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01498753,0.01143605,0.03651438,0.1621173,0.03097649,0.0003955395,0.01694107,0.004502466,0.722129],"genre_scores_gemma":[0.4490363,0.01755151,0.08014645,0.07185205,0.0251393,0.001069223,0.02493037,0.009749217,0.3205255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09027629,"threshold_uncertainty_score":0.3020043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09869365992128824,"score_gpt":0.1900032772237742,"score_spread":0.09130961730248598,"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."}}