{"id":"W7135356498","doi":"","title":"Childsetal","year":2010,"lang":"","type":"report","venue":"Scholarly Commons (University of Pennsylvania)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salient; Variation (astronomy); Style (visual arts); Contrast (vision); Sociolinguistics; Interdental consonant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006761111,0.002773247,0.00502474,0.00484887,0.004252961,0.001465768,0.01083861,0.006315198,0.02197828],"category_scores_gemma":[0.001848335,0.004293142,0.003850739,0.004427891,0.00524117,0.01207859,0.006431736,0.02183844,0.02638552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002060127,"about_ca_system_score_gemma":0.008924682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009625041,"about_ca_topic_score_gemma":0.04476089,"domain_scores_codex":[0.9829704,0.001702595,0.00193903,0.003743972,0.006792408,0.002851611],"domain_scores_gemma":[0.9758643,0.0006810635,0.006271904,0.007621907,0.007138911,0.002421927],"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":[0.006726694,0.01984435,0.1719977,0.005924009,0.02247828,0.01739199,0.02031557,0.0001095801,0.2431549,0.0129532,0.355781,0.1233227],"study_design_scores_gemma":[0.005319356,0.0009804909,0.157775,0.001342425,0.004996762,0.001350685,0.00365601,0.000125358,0.000220527,0.0006027887,0.8195418,0.004088845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5411403,0.00369447,0.0004930849,0.001172373,0.005858558,0.003290735,0.01295234,0.0008234498,0.4305747],"genre_scores_gemma":[0.9284369,0.002648115,0.009575973,0.0000448559,0.001018385,0.000001779285,0.00284486,0.001035078,0.05439405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4637608,"threshold_uncertainty_score":0.9995708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256933335777672,"score_gpt":0.2388028614048824,"score_spread":0.2062335280471057,"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."}}