{"id":"W4405250606","doi":"10.18357/jcs202421777","title":"Image of the Educator","year":2024,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Values and Moral Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002380733,0.0005581053,0.0003235993,0.001065982,0.01073115,0.01004847,0.001022821,0.002936497,0.02928242],"category_scores_gemma":[0.006554294,0.0002138574,0.0003351133,0.0005172934,0.0119089,0.006433528,0.006974643,0.008811663,0.008142496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776507,"about_ca_system_score_gemma":0.003610931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005197609,"about_ca_topic_score_gemma":0.005169396,"domain_scores_codex":[0.995011,0.002967013,0.00008772292,0.0004632225,0.0007346184,0.0007365004],"domain_scores_gemma":[0.9962603,0.0006767098,0.0002585655,0.0002591718,0.001075402,0.001469937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009020332,0.0001629137,0.003575158,0.0001856669,0.00001392669,0.001468329,0.3956478,0.0001428092,0.001384165,0.2498762,0.2805364,0.06691641],"study_design_scores_gemma":[0.000008887068,0.00006495042,0.0005761468,0.0002186358,0.000005797404,0.0009673086,0.07800751,0.0001269507,0.0003821577,0.006708846,0.9129071,0.00002568987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0587678,0.003824332,0.006363186,0.1804403,0.007918867,0.00005217829,0.0001153195,0.0006311705,0.7418869],"genre_scores_gemma":[0.6160166,0.001717909,0.001525952,0.03058396,0.001156939,0.0000782404,0.00008117858,0.0005037727,0.3483355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02928242,"threshold_uncertainty_score":0.09795946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402238108612825,"score_gpt":0.4077518456721003,"score_spread":0.373729464585972,"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."}}