{"id":"W2992946872","doi":"","title":"An Action Research to Find Early Childhood Teacher’s Role in Free Choice Activities","year":2012,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Action (physics); Psychology; Developmental psychology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127404,0.0001967963,0.0001759961,0.0006676219,0.0003172414,0.0004702245,0.001062408,0.0001564493,0.00004496579],"category_scores_gemma":[0.0002360827,0.0002095737,0.00005048131,0.001105943,0.0000385398,0.003484082,0.0001457391,0.0005446424,0.0002699427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045811,"about_ca_system_score_gemma":0.0008355926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777251,"about_ca_topic_score_gemma":0.0004292372,"domain_scores_codex":[0.9974484,0.0004564912,0.0003017302,0.000433299,0.000617816,0.000742254],"domain_scores_gemma":[0.9981416,0.000175854,0.00009998792,0.00105433,0.0001333223,0.0003948393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002547525,0.00348873,0.186631,0.00000787029,0.00002149748,1.148896e-7,0.6711429,0.00002748209,0.001735023,0.01730577,0.01669514,0.1029419],"study_design_scores_gemma":[0.0001448209,0.0001507162,0.9839016,0.00006246365,0.000002883096,0.000008616737,0.003530509,0.000003023601,0.0007575852,0.002547999,0.008657343,0.0002324421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884781,0.0008417257,0.0002319629,0.004100124,0.002035003,0.0005534695,0.000005838363,0.0001014877,0.003652306],"genre_scores_gemma":[0.99138,0.00001081157,0.001994876,0.0003011154,0.003702651,0.0002633612,0.00001464611,0.00002743332,0.00230509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7972706,"threshold_uncertainty_score":0.9887682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471443537412556,"score_gpt":0.3406408991583981,"score_spread":0.3059264637842725,"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."}}