{"id":"W2892354264","doi":"10.4324/9781315743257","title":"Encounters with Materials in Early Childhood Education","year":2016,"lang":"en","type":"book","venue":"","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University; Western University","funders":"","keywords":"Early childhood education; Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000632139,0.0001644263,0.0001687801,0.000173718,0.00006961162,0.000136938,0.0000969623,0.00005493459,0.02715272],"category_scores_gemma":[0.000002485018,0.0001010592,0.00001827036,0.000005806995,0.00007384959,0.0001343763,0.00001651756,0.00005732744,0.001611059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696622,"about_ca_system_score_gemma":0.001839189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008695306,"about_ca_topic_score_gemma":0.0006799304,"domain_scores_codex":[0.99932,0.00001145029,0.0002170557,0.0001876523,0.0001352926,0.0001285565],"domain_scores_gemma":[0.9996282,0.00001479701,0.0001007051,0.0001449476,0.00007179321,0.00003948255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008300321,0.00009073115,0.00002525537,0.00001996715,0.00002471694,6.407495e-7,0.074706,7.289873e-9,0.0000011834,0.5040202,0.4175996,0.003503409],"study_design_scores_gemma":[0.0001349881,0.0000310802,0.0009794943,0.0003344449,0.000006498533,0.000001241641,0.001223093,2.019229e-9,0.00002313505,0.006780555,0.9902703,0.0002152028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002627651,0.00003194998,0.000002319448,0.0004789378,0.001365578,0.0002660138,0.00001946134,0.00004036623,0.9951677],"genre_scores_gemma":[0.01173174,0.00001964959,0.00005485103,0.0009941966,0.0009177372,0.00006917279,0.00009717004,0.00002792424,0.9860876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5726707,"threshold_uncertainty_score":0.9991663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095520823453214,"score_gpt":0.2035088031244978,"score_spread":0.1939567207791764,"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."}}