{"id":"W4392107811","doi":"10.15173/m.v1i25.846","title":"Issue 25 Cover Page","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cover (algebra); Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007101524,0.0000854876,0.0001969437,0.00005353343,0.0001641114,0.00006247177,0.0002980338,0.00002718312,0.02268476],"category_scores_gemma":[0.0001296659,0.00006862519,0.0000712568,0.00008746123,0.0001167472,0.00008143791,0.00008070517,0.0000631202,0.179118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003730243,"about_ca_system_score_gemma":0.000009105107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008212415,"about_ca_topic_score_gemma":0.000002206478,"domain_scores_codex":[0.9992961,0.00001015754,0.0002176965,0.0002425802,0.00001834971,0.0002150757],"domain_scores_gemma":[0.9993795,0.0000628671,0.000111856,0.0003823886,0.000008701727,0.00005467459],"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":[0.000002206167,0.00002720992,0.002660002,0.000005164212,0.00003094092,1.172534e-7,0.001590249,0.000004575941,0.000004804212,0.1721238,0.823121,0.0004299291],"study_design_scores_gemma":[0.0001339434,0.000009188611,0.002684849,0.00000214904,0.000003736666,6.44723e-7,0.0005053644,0.0001702474,0.00003101513,0.006990593,0.989365,0.0001032552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07295582,0.0007122132,0.0001236496,0.003192371,0.007391934,0.0001069441,0.00007013435,0.00003196801,0.9154149],"genre_scores_gemma":[0.5557795,0.00005011561,0.00008254415,0.001259556,0.0004106927,0.00001333745,0.000002028198,0.000009582908,0.4423927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4828236,"threshold_uncertainty_score":0.9782087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935054414364272,"score_gpt":0.2112855674513158,"score_spread":0.1819350233076731,"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."}}