{"id":"W1545123982","doi":"","title":"The Irreducible Needs of Children: What Every Child Must Have to Grow, Learn and Flourish.","year":2002,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695997,0.0001328062,0.0002669966,0.0002439212,0.0004475148,0.0001817782,0.0005170255,0.00003151654,0.000004510209],"category_scores_gemma":[0.0002123184,0.00008681932,0.00009440129,0.000476642,0.00009152523,0.0009214975,0.0002198351,0.0002572459,0.000003851218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261946,"about_ca_system_score_gemma":0.00003561219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002765697,"about_ca_topic_score_gemma":0.000005353163,"domain_scores_codex":[0.9987866,0.00004524797,0.0004972043,0.0001211654,0.0003570459,0.0001927449],"domain_scores_gemma":[0.9985843,0.0001931636,0.0003456313,0.000268449,0.0005284534,0.00007999331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003620062,0.00212806,0.01284932,0.00008294921,0.003421322,0.00001022705,0.3154513,0.0007818686,0.0001001343,0.08457261,0.2917534,0.2888125],"study_design_scores_gemma":[0.002227209,0.002587314,0.7907829,0.00159234,0.0001826725,0.001562147,0.1414411,0.0001953945,0.001101108,0.01566677,0.04175464,0.0009064388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6490445,0.1469488,0.0006805919,0.1987426,0.001884541,0.0002662655,0.000003234583,0.00002146756,0.002407963],"genre_scores_gemma":[0.9678212,0.02940017,0.001094919,0.0008330049,0.0005866443,0.000003637287,2.044383e-7,0.000008233322,0.0002519299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7779336,"threshold_uncertainty_score":0.3540389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611214660034694,"score_gpt":0.277343643032274,"score_spread":0.241231496431927,"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."}}