{"id":"W2024644868","doi":"10.1177/1477878504046524","title":"What is at stake in knowing the content and capabilities of children’s minds?","year":2004,"lang":"en","type":"article","venue":"Theory and Research in Education","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Realm; Cognition; Perspective (graphical); Psychology; Construct (python library); Content (measure theory); Test (biology); Interpretation (philosophy); Cognitive psychology; Cognitive science; Epistemology; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01374551,0.0005830837,0.001067868,0.002213101,0.002173697,0.009149646,0.001816154,0.004626131,0.003137738],"category_scores_gemma":[0.03689981,0.0005461674,0.0005919416,0.001421967,0.03977671,0.03435191,0.004591625,0.006665287,0.0008109052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879213,"about_ca_system_score_gemma":0.003322245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007908219,"about_ca_topic_score_gemma":0.004627082,"domain_scores_codex":[0.9932383,0.003051532,0.0003221309,0.0009062029,0.001678788,0.00080287],"domain_scores_gemma":[0.9647878,0.02363671,0.002819906,0.003500503,0.003316318,0.001938728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001698866,0.0001851411,0.04638088,0.001680266,0.0001556549,0.001195064,0.05787605,0.0007429881,0.002922569,0.6148875,0.005507675,0.2682963],"study_design_scores_gemma":[0.000009465551,0.00006443298,0.03002168,0.0008989388,0.00004277386,0.0009983522,0.03919376,0.0004127827,0.00135826,0.9043303,0.02259602,0.00007323432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2615159,0.08190309,0.06193016,0.3803027,0.00163175,0.0001005476,0.0005449241,0.0002301884,0.2118408],"genre_scores_gemma":[0.9624173,0.01875772,0.008078187,0.007173619,0.0006925634,0.0001143412,0.0001520854,0.00004737018,0.002566674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01374551,"threshold_uncertainty_score":0.07269412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606977767024197,"score_gpt":0.3860459976751562,"score_spread":0.3199762200049143,"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."}}