{"id":"W7045539586","doi":"","title":"Campus News December 10, 2010","year":2009,"lang":"en","type":"article","venue":"La Salle University Digital Commons (La Salle University)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency; University of Pennsylvania","keywords":"Phase (matter); Center (category theory); University campus; Protocol (science)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001100029,0.0002230821,0.0002327719,0.0004727326,0.000683307,0.000226525,0.0008326893,0.0002535254,0.0005668271],"category_scores_gemma":[0.00007944083,0.0002986293,0.0001981312,0.0009712689,0.0003796158,0.001279125,0.0001776896,0.0002999182,0.0004540304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094346,"about_ca_system_score_gemma":0.0003695497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711393,"about_ca_topic_score_gemma":0.004142581,"domain_scores_codex":[0.9985641,0.0001788622,0.0001068359,0.0003557376,0.0003265597,0.0004679219],"domain_scores_gemma":[0.9987646,0.0002140807,0.00008187098,0.0003408751,0.0001490183,0.00044961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003705811,0.001333365,0.01042743,0.00001856516,0.0002512237,0.001274177,0.01146887,0.0007759441,0.00004241278,0.5706701,0.3619699,0.04139746],"study_design_scores_gemma":[0.0007147598,0.00005088225,0.008334182,0.00001796667,0.00003199117,0.000004800878,0.01486431,0.0000145612,0.000002457425,0.0001419019,0.9754742,0.0003479913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09660109,0.00001643703,0.0007419045,0.001929703,0.0003055448,0.0001457956,0.00003697284,0.0004208539,0.8998017],"genre_scores_gemma":[0.6694859,0.0001152763,0.0002814791,0.00005926954,0.00005981746,4.064717e-8,0.00003240203,0.00001279132,0.329953],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6135043,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139408806929554,"score_gpt":0.2126931616937484,"score_spread":0.2012990736244528,"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."}}