{"id":"W1982575887","doi":"10.1080/19325037.2011.10599167","title":"Health Education circa 2035—A Commentary","year":2011,"lang":"en","type":"article","venue":"American Journal of Health Education","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Recreation; George (robot); Quarter (Canadian coin); Dance; Media studies; History; Sociology; Psychology; Visual arts; Art history; Law; Political science; Art","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":[0.003805588,0.00022496,0.0007180239,0.0006543185,0.001153357,0.00001063604,0.0003384975,0.00007935099,0.0004407474],"category_scores_gemma":[0.0002522391,0.0002147667,0.0001059224,0.0007778992,0.000141939,0.0004125641,0.00002206136,0.001078049,0.0001327622],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484606,"about_ca_system_score_gemma":0.03465969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698941,"about_ca_topic_score_gemma":0.0001909494,"domain_scores_codex":[0.9937885,0.002451154,0.002217815,0.0002734621,0.0004238735,0.0008451458],"domain_scores_gemma":[0.9925482,0.0002973956,0.004802364,0.0004546583,0.0008438294,0.0010535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001127988,0.0008686254,0.03808635,0.000237942,0.00001196584,8.859112e-8,0.01932607,1.545488e-7,0.000002289626,0.0002799635,0.4045988,0.5364749],"study_design_scores_gemma":[0.0006407296,0.003039406,0.5571428,0.002085688,0.00003029716,0.00008298647,0.1396568,0.000003907949,0.000007979218,0.001642815,0.295388,0.0002786279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5092995,0.01169672,0.001496659,0.43393,0.03573206,0.002109068,0.00001453828,0.0001002099,0.005621271],"genre_scores_gemma":[0.8279158,0.00165542,0.01372684,0.1535462,0.00258172,0.0001165587,0.00007964107,0.00005486531,0.0003229051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5361963,"threshold_uncertainty_score":0.9895566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917315091365541,"score_gpt":0.4895085698817821,"score_spread":0.4003354189681267,"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."}}