{"id":"W4402918215","doi":"10.1136/archdischild-2024-327433","title":"Risky play: our children need more","year":2024,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council Canada; Wellcome Trust","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009939034,0.0004391952,0.0009186705,0.0006034677,0.003662642,0.004238744,0.001062176,0.003031596,0.03018105],"category_scores_gemma":[0.003854847,0.0002332895,0.000659169,0.0006467171,0.002252298,0.00286259,0.002927251,0.00497846,0.002617351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780639,"about_ca_system_score_gemma":0.005257911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909204,"about_ca_topic_score_gemma":0.04310294,"domain_scores_codex":[0.9986141,0.0003166372,0.00005985729,0.0001230337,0.0003328088,0.0005534995],"domain_scores_gemma":[0.9962121,0.0003086614,0.000393911,0.0001037724,0.0004189735,0.002562514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000321188,0.001621299,0.3219788,0.0008043829,0.0001815649,0.005858873,0.03459781,0.0002274662,0.002854381,0.04145281,0.271175,0.3189265],"study_design_scores_gemma":[0.0001338102,0.0003157114,0.3079259,0.002966048,0.000201205,0.00708425,0.1788893,0.0001946821,0.0005505537,0.05139223,0.450177,0.0001691679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3728246,0.02963437,0.002089809,0.4978078,0.005556289,0.0001234014,0.00126481,0.0003393111,0.09035969],"genre_scores_gemma":[0.8887525,0.02855697,0.003811087,0.03434467,0.001800126,0.0002464823,0.001032231,0.000177264,0.0412787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03018105,"threshold_uncertainty_score":0.1009657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008714957177133031,"score_gpt":0.2940398429912942,"score_spread":0.2853248858141612,"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."}}