{"id":"W7096462335","doi":"","title":"(Hunt); "Psychosocial Representations and Adult Education " (Chene);","year":2016,"lang":"en","type":"article","venue":"","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult education; Identity (music); Higher education; Identification (biology); Further education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002047177,0.000103589,0.0001083533,0.00007660333,0.0005160176,0.000121493,0.0001796944,0.0001183911,0.001447791],"category_scores_gemma":[0.00082445,0.00008209409,0.00005229222,0.0002375686,0.0002397774,0.0003408832,0.0000261077,0.000067291,0.0003703015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008658935,"about_ca_system_score_gemma":0.0004148998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004060567,"about_ca_topic_score_gemma":0.02278367,"domain_scores_codex":[0.9988279,0.0001260909,0.0002217272,0.0002968128,0.000268013,0.0002595092],"domain_scores_gemma":[0.9989406,0.000162746,0.0001070598,0.0002504989,0.0003632531,0.0001758485],"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":[0.0000152679,0.0002180251,0.1117571,0.000007860176,0.00002565509,1.783976e-7,0.05076563,6.23185e-8,0.0003674449,0.2740033,0.2849909,0.2778486],"study_design_scores_gemma":[0.0002437405,0.000006604075,0.08319502,0.0000259694,0.00001384957,9.900575e-7,0.009631617,2.563416e-7,0.00002773398,0.0203649,0.886294,0.0001953222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706991,0.0001109055,0.004255464,0.06336428,0.001917881,0.0003864066,0.000007662035,0.0002304353,0.222736],"genre_scores_gemma":[0.5580449,0.0005068398,0.00675862,0.00132453,0.002269208,0.00009629431,0.00001567598,0.00001778207,0.4309661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013031,"threshold_uncertainty_score":0.999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584357489464596,"score_gpt":0.3713504963984758,"score_spread":0.3455069215038298,"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."}}