{"id":"W3151970903","doi":"10.3389/fpubh.2021.651179","title":"Editorial: Pre- or Post- School Influences on Learning Adaptations, Risks and Disabilities in Children and Adolescents: Overlapping Challenges for Public Health, Education and Development","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Public Health","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Carleton University","funders":"","keywords":"Public health; Front (military); Medical education; Psychology; Medicine; Gerontology; Nursing; Geography","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002965919,0.0004239188,0.001054391,0.0009686905,0.0004598401,0.000243132,0.0001240876,0.0005820931,0.000007681053],"category_scores_gemma":[0.01592953,0.0004037868,0.0000379601,0.0002574619,0.0001561415,0.000439518,0.00008530587,0.001467093,5.865952e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688541,"about_ca_system_score_gemma":0.03759079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427923,"about_ca_topic_score_gemma":0.0009317612,"domain_scores_codex":[0.9954573,0.0006761372,0.001133805,0.0009945696,0.0007511731,0.0009870529],"domain_scores_gemma":[0.9965548,0.0005396482,0.0005028276,0.0002813192,0.0004408543,0.00168057],"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":[0.0003367199,0.0004951343,0.1633777,0.00616865,0.00004840532,4.551147e-7,0.00765422,0.000001053509,1.841609e-8,0.00003009368,0.627282,0.1946055],"study_design_scores_gemma":[0.002396806,0.0006961911,0.3673312,0.002375893,0.000008947014,0.000002366447,0.01534462,0.00001562739,1.404455e-8,0.00004352123,0.611531,0.0002538418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07066803,0.07765914,0.0001245264,0.02613862,0.8194898,0.005527747,0.0002364623,0.0001229206,0.00003278631],"genre_scores_gemma":[0.03030724,0.08576446,0.005142946,0.002835529,0.8705372,0.001419168,0.003646131,0.0001246846,0.000222647],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2039534,"threshold_uncertainty_score":0.9998414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167560457892473,"score_gpt":0.3546219473922152,"score_spread":0.3029463428132905,"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."}}