{"id":"W2358098130","doi":"","title":"Some Characteristics of Western Contemporary Research on Early Childhood Education","year":2006,"lang":"en","type":"article","venue":"Early childhood education","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research development; Early childhood education; Educational research; Early childhood; Psychology; Pedagogy; Sociology; Mathematics education; Developmental psychology; Ecology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006480028,0.0002216868,0.0004883514,0.004975934,0.003028523,0.005304991,0.0006338638,0.0009435239,0.003594848],"category_scores_gemma":[0.01481781,0.0001898475,0.0001658426,0.0161918,0.006322942,0.002361332,0.001891965,0.0009765578,0.000579589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890551,"about_ca_system_score_gemma":0.001821305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004663409,"about_ca_topic_score_gemma":0.008214886,"domain_scores_codex":[0.9960132,0.001648777,0.0003963621,0.0005455575,0.001126162,0.0002700195],"domain_scores_gemma":[0.9770557,0.01438888,0.00338226,0.00169543,0.002874385,0.0006034429],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002967537,0.0003307712,0.1750404,0.002058794,0.00009225819,0.001054762,0.07398809,0.0003809498,0.004745488,0.5534856,0.02226295,0.1662632],"study_design_scores_gemma":[0.0000624362,0.0002016,0.4075118,0.001270248,0.0001048984,0.004283268,0.08090614,0.0006373638,0.002612175,0.1784857,0.3238377,0.0000866093],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5117916,0.03003514,0.02844519,0.04223655,0.001190453,0.0004146949,0.001739532,0.0001703273,0.3839765],"genre_scores_gemma":[0.9453347,0.01315729,0.01585839,0.009301607,0.0016321,0.001344642,0.0008769424,0.00008316428,0.01241114],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.99352,"threshold_uncertainty_score":0.03427005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753430832177651,"score_gpt":0.2936822667644957,"score_spread":0.2461479584427192,"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."}}