{"id":"W2475381605","doi":"10.1007/978-94-6091-979-4","title":"Learnning and Educationfor a Bettter World","year":2012,"lang":"en","type":"book","venue":"SensePublishers eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[0.0009302839,0.0002371411,0.0002968717,0.0004211657,0.0005781045,0.000811815,0.000217248,0.0003382433,0.0009258894],"category_scores_gemma":[0.0001163498,0.0002449418,0.0001025086,0.00007725387,0.0004017404,0.0003521355,0.00005100637,0.0004506992,0.0001770572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102209,"about_ca_system_score_gemma":0.002210653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026911,"about_ca_topic_score_gemma":0.002152999,"domain_scores_codex":[0.9982851,0.0001684985,0.0003202057,0.0003042077,0.0004093922,0.0005125788],"domain_scores_gemma":[0.9985899,0.0002151811,0.0002902582,0.0003052199,0.000199108,0.0004002741],"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":[0.000001463791,0.000005597279,0.000340535,0.00003652748,0.00003271167,4.961811e-7,0.06060318,2.519174e-8,7.565499e-7,0.114759,0.8137065,0.01051318],"study_design_scores_gemma":[0.00007591124,0.000005225624,0.0001398425,0.00009590073,0.00003512816,0.000002853089,0.004257037,1.118053e-7,6.453491e-7,0.002792381,0.9923183,0.0002766105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004093971,0.0004396856,0.000001784589,0.003798675,0.002529579,0.0004047123,0.000008373257,0.000107165,0.9923006],"genre_scores_gemma":[0.004127552,0.000005647277,0.0001284138,0.002078636,0.007527307,0.00003453083,0.00003489978,0.00005480394,0.9860082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1786118,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350368489047728,"score_gpt":0.3300825056267414,"score_spread":0.2865788207362641,"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."}}