{"id":"W3191644702","doi":"","title":"The Standpoint and Characteristics of Finland One Year Pre-primary Education Reform","year":2020,"lang":"en","type":"article","venue":"Early childhood education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary (astronomy); Political science; Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001283864,0.0001258248,0.0002672022,0.002012752,0.002540189,0.002932338,0.0005764919,0.0009858025,0.005219759],"category_scores_gemma":[0.0058886,0.0001247116,0.0002572202,0.002971612,0.001651373,0.001396807,0.001923099,0.0009561504,0.0005469699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004508787,"about_ca_system_score_gemma":0.005074851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03307541,"about_ca_topic_score_gemma":0.05763078,"domain_scores_codex":[0.9984778,0.00023626,0.0001013117,0.0001387,0.0002868895,0.0007591534],"domain_scores_gemma":[0.9965677,0.0007268484,0.001113866,0.00008885796,0.0003965042,0.001106125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006466095,0.0004914143,0.8779632,0.0001303783,0.00003463202,0.001143232,0.05355584,0.0004599497,0.001790888,0.03051672,0.00193742,0.03132975],"study_design_scores_gemma":[0.00001056667,0.0001423595,0.9593216,0.00004757589,0.00001457103,0.0001778504,0.02987855,0.00009941193,0.0003088902,0.0006738201,0.009313126,0.00001174255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817614,0.0004050315,0.00005125734,0.001062849,0.00001656476,0.0000191009,0.0002449314,0.000003017437,0.01643577],"genre_scores_gemma":[0.9973338,0.0001115848,0.00002395126,0.0000680733,0.00001144443,0.00001635744,0.0001417636,0.000001745447,0.002291359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03307541,"threshold_uncertainty_score":0.0657658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058848980978074,"score_gpt":0.2500712472536955,"score_spread":0.2394827574439147,"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."}}