{"id":"W2885304761","doi":"10.20533/licej.2040.2589.2016.0309","title":"Evaluating the Power of CORE","year":2016,"lang":"en","type":"article","venue":"Literacy Information and Computer Education Journal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Core (optical fiber); Power (physics); Computer science; Telecommunications; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[],"category_scores_codex":[0.003530751,0.00006944458,0.00009771995,0.0002260301,0.0002185112,0.0005212797,0.0002901407,0.00002321133,0.0017177],"category_scores_gemma":[0.0004863314,0.00003004703,0.00005053989,0.0002508329,0.00004906203,0.00303175,0.000047998,0.00008639194,0.0001250072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002475559,"about_ca_system_score_gemma":0.0005339282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.432617e-7,"about_ca_topic_score_gemma":1.389367e-7,"domain_scores_codex":[0.9978842,0.0001391856,0.0008927392,0.00006803099,0.0009222232,0.00009360426],"domain_scores_gemma":[0.9969808,0.0005091387,0.0007342101,0.0002277429,0.001450446,0.0000976955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001303497,0.00001327816,0.006489897,0.000001975808,0.00000489116,1.643703e-8,0.007945273,0.00003388692,0.00002978507,0.006625174,0.005574506,0.9732683],"study_design_scores_gemma":[0.00138491,0.0006096516,0.3582898,0.0002191133,0.00001566079,0.0003452837,0.003908871,0.05511404,0.0001257662,0.03873022,0.5410327,0.0002239334],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025174,0.00007842051,0.08129423,0.01162848,0.001966918,0.0001468164,0.000004076182,0.000009111571,0.002354556],"genre_scores_gemma":[0.9893122,0.00003490998,0.006601893,0.003204056,0.0002390516,0.000005877811,0.000002298706,0.000001887514,0.0005978394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9730443,"threshold_uncertainty_score":0.9991949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373607850641019,"score_gpt":0.5151783790474126,"score_spread":0.3778175939833107,"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."}}