{"id":"W1944659136","doi":"10.3968/7529","title":"The Report on Concretes of Key School Students Going to Famous University","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grit; Psychology; Balance (ability); Class (philosophy); Face (sociological concept); Key (lock); Mathematics education; Social psychology; Pedagogy; Sociology; Social science; Epistemology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008126075,0.00003867195,0.00004793825,0.00009985315,0.0006044934,0.00007481113,0.001604869,0.0000266256,0.000001498691],"category_scores_gemma":[0.0003280872,0.00003395478,0.00001355633,0.0008172228,0.0003210083,0.0001607817,0.0001400165,0.00007446589,0.00003275146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006290013,"about_ca_system_score_gemma":0.002797505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195083,"about_ca_topic_score_gemma":0.003026786,"domain_scores_codex":[0.9991303,0.00002219431,0.00006979129,0.0001857608,0.0003718128,0.0002201587],"domain_scores_gemma":[0.9991579,0.0000384932,0.00004916084,0.0002130956,0.0001890854,0.0003522412],"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":[0.000002162182,0.00001166206,0.1216484,7.651926e-7,0.000005785051,0.00006023986,0.001506154,0.000004370924,0.0001663499,0.8585883,0.01334778,0.004658001],"study_design_scores_gemma":[0.0004500199,0.0003204242,0.4279763,0.00004212993,0.00000907034,0.00003195922,0.01464118,0.0002150149,0.002716518,0.01301009,0.5400758,0.0005115676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351427,0.00001719843,0.001355843,0.01526445,0.0008791544,0.0002129592,0.000004653199,0.00004892817,0.1470741],"genre_scores_gemma":[0.997526,5.972447e-7,0.0008647194,0.0003674877,0.00002608998,0.000001092315,1.76824e-7,9.570009e-7,0.001212884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8455783,"threshold_uncertainty_score":0.4962654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134964603345752,"score_gpt":0.3070948438999085,"score_spread":0.285745197866451,"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."}}