{"id":"W2253079869","doi":"10.18844/cjes.v10i4.193","title":"Volume 10, Index","year":2016,"lang":"en","type":"article","venue":"Cypriot Journal of Educational Sciences","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008675899,0.001838983,0.001323038,0.003868663,0.001909137,0.01088169,0.001836732,0.001849575,0.8673909],"category_scores_gemma":[0.007063438,0.0006305543,0.001211662,0.003598727,0.0008423345,0.005405946,0.004168674,0.002863894,0.8461174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442055,"about_ca_system_score_gemma":0.002722908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035764,"about_ca_topic_score_gemma":0.003264067,"domain_scores_codex":[0.998741,0.0001459743,0.0001210885,0.0002493032,0.0005998492,0.0001428667],"domain_scores_gemma":[0.9968209,0.0004173332,0.0001774448,0.0003672483,0.001165782,0.001051362],"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":[0.00002084371,0.00003515275,0.0002802837,0.0002234872,0.00000549601,0.00005858242,0.00003300639,0.00004398052,0.000191867,0.001572119,0.9351719,0.06236338],"study_design_scores_gemma":[0.000006354909,0.0000134885,0.0003906286,0.0001885703,0.000003128432,0.0001229012,0.00006075824,0.00003592577,0.00006198922,0.0008858125,0.9982238,0.000006468708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005421149,0.00657969,0.001018311,0.003964105,0.02609876,0.000223933,0.00451963,0.0019964,0.955057],"genre_scores_gemma":[0.001661193,0.004253124,0.0005782543,0.002027829,0.005969553,0.00006974735,0.003665161,0.0007211523,0.981054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1326091,"threshold_uncertainty_score":0.1891508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498690488803968,"score_gpt":0.4395824298760397,"score_spread":0.384595524988,"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."}}