{"id":"W4386313430","doi":"10.1515/9781772121292","title":"Disinherited Generations","year":2013,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006897956,0.0001197692,0.0001952727,0.00005279353,0.0004627322,0.000038562,0.0003965026,0.0003376597,0.0006917776],"category_scores_gemma":[0.00002917804,0.000155631,0.0001508455,0.00001369282,0.0005805923,0.0000790882,0.0000695073,0.0001711591,0.00005757594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563134,"about_ca_system_score_gemma":0.0007275809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08511215,"about_ca_topic_score_gemma":0.04471196,"domain_scores_codex":[0.9992126,0.00008272468,0.0001102225,0.0001881384,0.0002402323,0.0001660509],"domain_scores_gemma":[0.9991254,0.0001363474,0.0001708294,0.0002308837,0.0001994038,0.0001371983],"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":[0.000004551449,0.00003383198,0.00001648184,0.00003504553,0.0001094215,0.000001084615,0.1300815,0.000007239023,0.000004604442,0.6398975,0.2285425,0.001266235],"study_design_scores_gemma":[0.0001062305,0.000007835035,0.00002512754,0.00003285217,0.00006706693,1.010945e-7,0.002039372,0.00006778647,0.000001219052,0.0006918662,0.9967965,0.0001639795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004692417,0.00003598505,0.00007660952,0.000175216,0.0002833106,0.0003034547,0.00002950455,0.00003063479,0.9985961],"genre_scores_gemma":[0.0007120388,0.0001004862,0.0003285138,0.00005084579,0.0001157815,3.856374e-7,0.00009883966,0.00001331396,0.9985798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7682541,"threshold_uncertainty_score":0.9727196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181198902983826,"score_gpt":0.2441605552262533,"score_spread":0.212348566196415,"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."}}