{"id":"W2189115126","doi":"10.36510/learnland.v6i1.584","title":"Portraying Children’s Voices Through Creative Approaches to Enhance Their Transition Experience and Improve the Transition Practice","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transition (genetics); Psychological resilience; Psychology; Process (computing); Creativity; Developmental psychology; Social psychology; Sociology; Computer science","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":[0.0008159065,0.0001195317,0.0001085956,0.00003072798,0.0010714,0.0001578162,0.0001051695,0.00006337327,0.00006779858],"category_scores_gemma":[0.0002459445,0.00008468565,0.00003224971,0.0001989173,0.00008564642,0.001009514,0.0000127668,0.0002153237,0.00001685086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003402009,"about_ca_system_score_gemma":0.0000731051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009584673,"about_ca_topic_score_gemma":0.000111877,"domain_scores_codex":[0.9987406,0.0003422605,0.0001461144,0.0002196703,0.0002396836,0.0003117154],"domain_scores_gemma":[0.9994286,0.0002376892,0.00009675034,0.00008263025,0.00004449282,0.0001098638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001796004,0.00005082666,0.004578403,0.000003873376,0.00002181547,1.209086e-7,0.979521,0.00009488895,0.00009901838,0.001117146,0.00005338555,0.01444154],"study_design_scores_gemma":[0.000216375,0.0001125254,0.1638085,0.00007179972,0.00005157191,0.00001385594,0.7812279,0.00006161613,0.003504638,0.0002603157,0.05022639,0.0004445564],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689961,0.0006968598,0.00419366,0.01433902,0.0001695129,0.000384242,0.000002138369,0.00009201279,0.01112647],"genre_scores_gemma":[0.9962118,0.0002249507,0.001710249,0.001094984,0.0004583809,0.00007177099,0.00001137024,0.00001000116,0.0002064778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982931,"threshold_uncertainty_score":0.8240448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162227760641783,"score_gpt":0.3014122708148436,"score_spread":0.2697899932084258,"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."}}