{"id":"W2050354055","doi":"10.12968/eyed.2012.14.8.8","title":"Fight the erosion of childhood","year":2012,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Happiness; Erosion; Psychology; Political science; History; Social psychology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004368895,0.0000822347,0.0001406845,0.00004230888,0.0002793342,0.000003302503,0.000169849,0.00008813949,0.0009012732],"category_scores_gemma":[0.00007230361,0.00005387548,0.00005930298,0.0001465189,0.0000485852,0.00008510043,0.00004854507,0.0004646169,0.00108533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005064605,"about_ca_system_score_gemma":0.0003628625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335497,"about_ca_topic_score_gemma":0.000006231233,"domain_scores_codex":[0.998777,0.0002175693,0.0002719615,0.0001026297,0.0001767219,0.0004541466],"domain_scores_gemma":[0.999157,0.0001538014,0.0001452521,0.0003256906,0.00003173801,0.0001864898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001411941,0.0005922497,0.7623582,0.0000610102,0.00001090284,1.43877e-7,0.07080718,5.294265e-8,0.0003721091,0.005561539,0.1560126,0.004209812],"study_design_scores_gemma":[0.0002267594,0.00002209365,0.9601951,0.0002382604,0.000008756618,5.552193e-7,0.00204054,1.244999e-7,0.0000697291,0.0001157325,0.03702283,0.00005947065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912406,0.0008360696,0.000003708124,0.002014468,0.002331379,0.0004277536,0.00001481728,0.00003234715,0.003098878],"genre_scores_gemma":[0.9943531,0.00004632803,0.0000779953,0.001775288,0.002071795,0.000005666302,0.000005056708,0.0000194518,0.001645382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978369,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099530376944881,"score_gpt":0.3716695985883635,"score_spread":0.3406742948189147,"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."}}