{"id":"W2306444687","doi":"10.2172/1110799","title":"New Mexico State University Arrowhead Center PROSPER Project","year":2012,"lang":"en","type":"report","venue":"","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, New Mexico State University; University of Texas at El Paso; National Energy Technology Laboratory; New Mexico State University; U.S. Department of Energy","keywords":"Outreach; Quarter (Canadian coin); Research center; Library science; Center (category theory); State (computer science); Engineering; Engineering management; Political science; Geography; Archaeology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004579229,0.0001492567,0.000177812,0.0001419607,0.0001680376,0.0000661572,0.0002451798,0.0001797959,0.004256823],"category_scores_gemma":[0.00006893162,0.0001453964,0.0001051115,0.00023636,0.00006041222,0.0002236636,0.00004601534,0.0002002652,0.0005650741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007317502,"about_ca_system_score_gemma":0.004573728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142502,"about_ca_topic_score_gemma":0.003706902,"domain_scores_codex":[0.9986,0.00004591392,0.0001139326,0.0002096533,0.000642677,0.0003878436],"domain_scores_gemma":[0.9992833,0.00001674161,0.00007870379,0.0001742003,0.0001933883,0.0002536352],"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":[0.000003320667,0.00004829408,0.005682249,0.00002584682,0.00004165501,0.000004037109,0.006491257,0.000001388428,6.97202e-7,0.002023882,0.9773951,0.00828223],"study_design_scores_gemma":[0.00009381039,0.000005435381,0.001271157,0.00002677175,0.00002141407,0.000001142195,0.001382758,4.028873e-7,0.000003833108,0.00001450653,0.9969859,0.0001928404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003267033,0.0001146043,0.0003155387,0.0006676308,0.005351728,0.0003314995,0.00002780599,0.0002313863,0.9926331],"genre_scores_gemma":[0.006778609,0.001088815,0.0009339094,0.00003356983,0.0009954096,0.000001203067,0.00003257151,0.00001923478,0.9901167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03771811,"threshold_uncertainty_score":0.9966534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07771182319064837,"score_gpt":0.3232008651314191,"score_spread":0.2454890419407707,"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."}}