{"id":"W3042910740","doi":"","title":"A Study on the Content-Knowledge of Early Science Education for Articulation of Pre-k to Primary 1, 2 Grades","year":2006,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Articulation (sociology); Primary (astronomy); Content (measure theory); Mathematics education; Psychology; Pedagogy; Mathematics; Political science; Physics","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":[0.0007173969,0.0001125346,0.0001334495,0.0003898773,0.0002355388,0.0001346106,0.0006277208,0.00002782992,0.000006299981],"category_scores_gemma":[0.0003093524,0.00009188778,0.00008875782,0.001035571,0.00008179581,0.0004341422,0.00005531159,0.00008849776,0.00001820916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023733,"about_ca_system_score_gemma":0.001960354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003933035,"about_ca_topic_score_gemma":0.00002122961,"domain_scores_codex":[0.9986838,0.0001144633,0.0004244829,0.0003293568,0.0002775521,0.0001703617],"domain_scores_gemma":[0.9981601,0.0001617957,0.0003044291,0.0005826419,0.0007264968,0.00006451201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002984804,0.025315,0.1819682,0.00005357648,0.00005386356,2.592326e-8,0.2512558,0.000209074,0.01242092,0.4741684,0.005559461,0.04896583],"study_design_scores_gemma":[0.0001543526,0.0006375719,0.9911641,0.0001054566,0.00001502195,8.121706e-7,0.002092259,0.00001721123,0.003157626,0.002419734,0.0001442358,0.00009164649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865164,0.00005911427,0.007460327,0.002014769,0.0009659418,0.001528591,0.000002057654,0.00003785684,0.001414923],"genre_scores_gemma":[0.9949924,3.037416e-7,0.00326913,0.0001384546,0.0001537192,0.0003010293,0.000008017661,0.000009285459,0.001127711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8091959,"threshold_uncertainty_score":0.3747075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046894472335587,"score_gpt":0.310890926667418,"score_spread":0.2804219819440621,"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."}}