{"id":"W2039636867","doi":"10.1080/15505170.2011.572478","title":"Curriculum as Difficult Inheritance","year":2011,"lang":"en","type":"article","venue":"Journal of Curriculum and Pedagogy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Inheritance (genetic algorithm); Curriculum; Sociology; Mathematics education; Pedagogy; Computer science; Psychology; Genetics; Biology; Gene","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":[0.003946696,0.0004929141,0.0004248498,0.001818452,0.008384424,0.007682975,0.001134123,0.003198819,0.01867423],"category_scores_gemma":[0.01395757,0.0003338439,0.000333492,0.001169969,0.03626774,0.013212,0.01042771,0.006909477,0.001713343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007501218,"about_ca_system_score_gemma":0.006810156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054378,"about_ca_topic_score_gemma":0.00794015,"domain_scores_codex":[0.9959747,0.00152754,0.0001408111,0.0007232655,0.0008901023,0.0007436083],"domain_scores_gemma":[0.996488,0.001469612,0.0003430973,0.0005266498,0.0005322354,0.0006405579],"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":[0.000003722704,0.000008782248,0.0000994139,0.000008322609,9.090311e-7,0.00002200349,0.001311172,0.00005294606,0.00002204713,0.9930589,0.002107705,0.00330412],"study_design_scores_gemma":[0.00003539514,0.00001517601,0.0003268334,0.0001253623,0.000004971364,0.00007071393,0.001437273,0.0002119542,0.000140014,0.8093427,0.1882808,0.000008746444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02734919,0.003411325,0.0183469,0.06413508,0.0006114285,0.00009179324,0.0001216231,0.0001617239,0.885771],"genre_scores_gemma":[0.8779855,0.001961912,0.005494622,0.01236776,0.0006075113,0.0002545062,0.0001129408,0.0002648046,0.1009505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01867423,"threshold_uncertainty_score":0.06247151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429744477651087,"score_gpt":0.2836974826921938,"score_spread":0.2494000379156829,"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."}}