{"id":"W4200107592","doi":"10.30986/2021.1","title":"Front Matter","year":2021,"lang":"en","type":"paratext","venue":"Humanistica Lovaniensia","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat Autònoma de Barcelona; Universität Hamburg; KU Leuven; University of Leicester; Queen's University; Aarhus Universitet; Euskal Herriko Unibertsitatea; Universiteit Utrecht; Universiteit Leiden; Uniwersytet Warszawski; University of Warwick; Institució Catalana de Recerca i Estudis Avançats","keywords":"Front (military); Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000788107,0.001561101,0.001028096,0.001560711,0.001506963,0.00587787,0.0009592482,0.004065328,0.9401375],"category_scores_gemma":[0.001883794,0.0003269472,0.0005578703,0.001078698,0.001133344,0.002484371,0.002389579,0.001922089,0.9259239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631782,"about_ca_system_score_gemma":0.001246008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519077,"about_ca_topic_score_gemma":0.002675828,"domain_scores_codex":[0.999319,0.00006024764,0.00003042993,0.0002307054,0.0002189547,0.0001407807],"domain_scores_gemma":[0.9987839,0.0002151462,0.00006726487,0.0001090959,0.0004330514,0.0003915367],"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":[0.00008913458,0.00008345215,0.0005107641,0.0003691775,0.00001018795,0.0001991368,0.00008288346,0.0001123788,0.00111998,0.01000822,0.8057035,0.1817112],"study_design_scores_gemma":[0.000009067706,0.00001634765,0.0004871521,0.0001344214,0.000002569703,0.0001326658,0.00004782496,0.00005815446,0.000156901,0.0008091425,0.9981412,0.000004589294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004488663,0.001025481,0.0003414669,0.003665366,0.002051816,0.00005227387,0.001501821,0.0004416195,0.9904714],"genre_scores_gemma":[0.002296843,0.0009259476,0.000286363,0.001025729,0.0005917489,0.00002920245,0.0008908523,0.0002394687,0.9937139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05986249,"threshold_uncertainty_score":0.08538651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688004260400108,"score_gpt":0.2226087209524958,"score_spread":0.1757286783484947,"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."}}