{"id":"W4230077899","doi":"10.25336/csp29405","title":"Frontmatter","year":2018,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004022708,0.001060882,0.001187957,0.003247255,0.00283355,0.005544922,0.001297663,0.001520421,0.9638121],"category_scores_gemma":[0.002386847,0.0005578798,0.0007267697,0.003037597,0.0007451238,0.001873319,0.001666924,0.001231908,0.9413304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002502095,"about_ca_system_score_gemma":0.003498029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08619905,"about_ca_topic_score_gemma":0.1599785,"domain_scores_codex":[0.9995984,0.00001205729,0.00001425326,0.00005685163,0.0002223283,0.00009602084],"domain_scores_gemma":[0.9983032,0.0001752043,0.00004520108,0.0002399729,0.0007559098,0.0004804864],"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":[0.00002126995,0.0000242161,0.0001032892,0.00006964025,0.000002086447,0.00001927218,0.00002106754,0.00002856077,0.0002670893,0.0008662259,0.9458908,0.0526865],"study_design_scores_gemma":[0.00000909792,0.00001049542,0.0009493873,0.00005440448,0.000002085429,0.00001565021,0.0000412666,0.00005006974,0.000161932,0.0003525809,0.998346,0.000007002418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004465238,0.0002925465,0.0002405598,0.0006265119,0.002175136,0.000111979,0.007858295,0.001658234,0.9865901],"genre_scores_gemma":[0.0005537497,0.0001027404,0.00005613873,0.0001088966,0.00009108357,0.000008457496,0.001024965,0.0002955693,0.9977584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08619905,"threshold_uncertainty_score":0.1713946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09537136136021156,"score_gpt":0.260840885001529,"score_spread":0.1654695236413175,"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."}}