{"id":"W7083184905","doi":"10.29173/css337","title":"Editor’s Introduction: Roger I. Simon","year":2015,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.004472299,0.002502122,0.002568413,0.002342396,0.001631663,0.005018549,0.003143888,0.007293968,0.04135156],"category_scores_gemma":[0.03235813,0.0008621883,0.001608139,0.001063208,0.001126099,0.002719521,0.001236002,0.008019228,0.02929622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140832,"about_ca_system_score_gemma":0.002550104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261501,"about_ca_topic_score_gemma":0.005564379,"domain_scores_codex":[0.9970594,0.0005281865,0.0003753626,0.0005352049,0.001265091,0.0002366605],"domain_scores_gemma":[0.9795896,0.005583026,0.00123133,0.0005839001,0.01071632,0.0022958],"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":[0.00002076774,0.000004233333,0.00002135059,0.00009853356,0.000005650904,0.00005551294,0.000004973071,0.00002175519,0.00002917623,0.0001246189,0.9955986,0.00401482],"study_design_scores_gemma":[0.00001907815,0.00001332052,0.0002070201,0.0002368733,0.00001419067,0.0001414095,0.00002950702,0.00008352484,0.000126956,0.0003082691,0.9988022,0.00001755499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005904377,0.003390825,0.0001654217,0.06683282,0.9265153,0.0000309942,0.0001318768,0.00007588966,0.002797747],"genre_scores_gemma":[0.002111736,0.009903483,0.0003477409,0.07372564,0.8690976,0.00007390939,0.0001535776,0.0001566504,0.04442967],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04135156,"threshold_uncertainty_score":0.1383348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717109771183399,"score_gpt":0.2577770416660881,"score_spread":0.2206059439542541,"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."}}