{"id":"W2142187942","doi":"10.1111/phpp.12107","title":"Self‐reported sun‐related knowledge, attitudes and behaviours among schoolchildren attending <scp>S</scp>outh <scp>A</scp>frican primary schools","year":2014,"lang":"en","type":"article","venue":"Photodermatology Photoimmunology & Photomedicine","topic":"Skin Protection and Aging","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Council of Scientific and Industrial Research, India; Cancer Association of South Africa","keywords":"Sunburn; Skin cancer; Sun protection; Psychological intervention; Medicine; Quarter (Canadian coin); Sun exposure; Government (linguistics); Family medicine; Psychology; Environmental health; Cancer; Dermatology; Geography; Nursing","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001583896,0.00127901,0.002753987,0.001915656,0.0008809929,0.00009777218,0.0006741593,0.001360108,0.0001336654],"category_scores_gemma":[0.002950407,0.001192497,0.0003911714,0.001609623,0.001885207,0.0004484828,0.0005665296,0.003708116,0.0001976324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080703,"about_ca_system_score_gemma":0.0004545718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005270343,"about_ca_topic_score_gemma":0.00005693569,"domain_scores_codex":[0.9925307,0.0007753133,0.002078953,0.001913266,0.0006727558,0.002029003],"domain_scores_gemma":[0.9941443,0.001694955,0.001196405,0.00156602,0.0005210478,0.0008772339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009537172,0.001489767,0.9102837,0.0006450278,0.002985089,0.001413179,0.004680464,0.000002310806,0.06748711,0.0001819729,0.009153865,0.00158214],"study_design_scores_gemma":[0.0128097,0.0008870944,0.9019581,0.001103156,0.001937101,0.02580594,0.002134985,0.001118651,0.03561526,0.0002174404,0.01600606,0.0004064939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660587,0.008458689,0.0001713732,0.0005096483,0.001329934,0.002791947,0.00002073054,0.001704318,0.01895466],"genre_scores_gemma":[0.992299,0.001289243,0.0006193779,0.002257688,0.0002324886,0.0005688097,0.000456222,0.0002459034,0.002031331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03187186,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494539646293326,"score_gpt":0.2584080191902992,"score_spread":0.2489134795440059,"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."}}