{"id":"W1591389713","doi":"10.3968/6375","title":"The Study on Educational Research Internship of Normal School Students","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Object (grammar); Mathematics education; Research Object; Field (mathematics); Cognition; School education; Psychology; Pedagogy; Sociology; Computer science; Medical education; Artificial intelligence; Mathematics; Medicine","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":[0.007962209,0.00009093266,0.0001204547,0.0003136331,0.0006676897,0.0002712669,0.003159317,0.00003453195,0.00006164633],"category_scores_gemma":[0.0008278475,0.0000695294,0.0000378219,0.002031673,0.0006900373,0.0004579466,0.0003547419,0.0002746362,0.00007779215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068925,"about_ca_system_score_gemma":0.003663433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537239,"about_ca_topic_score_gemma":0.000001828511,"domain_scores_codex":[0.9961066,0.0007447489,0.0003498735,0.0003449618,0.002160232,0.0002935472],"domain_scores_gemma":[0.9970647,0.0005626795,0.0002124476,0.0005486122,0.001374642,0.0002369932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001223146,0.002166601,0.1136908,0.000004203467,0.000008427227,4.498378e-8,0.02211713,0.000001344248,0.0002861866,0.8516271,0.007341731,0.002744243],"study_design_scores_gemma":[0.0001781298,0.0001955694,0.97315,0.00001278719,0.000002525754,4.251431e-7,0.004208445,0.00000361021,0.0004867518,0.007405216,0.01428,0.0000765833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380471,0.00007458068,0.0003184973,0.007660911,0.005749075,0.0005138342,9.058953e-7,0.00002589937,0.1476092],"genre_scores_gemma":[0.9785843,9.369101e-7,0.001730381,0.0001193032,0.0003280599,0.00006270172,5.354686e-7,0.000004956564,0.01916882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8594592,"threshold_uncertainty_score":0.6498772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2158799827700773,"score_gpt":0.529207955943389,"score_spread":0.3133279731733116,"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."}}