{"id":"W3120604757","doi":"","title":"An Analysis of Science Topics and Scientific Concepts Used in Science Education for Young Children in Kindergarten","year":2007,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Science education; Mathematics education; Psychology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216823,0.0003682297,0.0005105438,0.006638508,0.001882261,0.001967209,0.0004242896,0.0004660764,0.002064472],"category_scores_gemma":[0.007338772,0.0003407615,0.000612324,0.006743706,0.0009576839,0.0008053116,0.001508173,0.0007534831,0.0002362622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838945,"about_ca_system_score_gemma":0.005204144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.069789,"about_ca_topic_score_gemma":0.1155893,"domain_scores_codex":[0.9987514,0.0002441685,0.0001861058,0.0001379259,0.0003535192,0.0003268732],"domain_scores_gemma":[0.9915693,0.004801156,0.001317376,0.0001470919,0.001528635,0.0006364015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002380374,0.0002182238,0.9295217,0.0002345831,0.00003761234,0.0006069414,0.04363268,0.000170614,0.002300713,0.0005875826,0.0002369554,0.02221434],"study_design_scores_gemma":[0.000002216364,0.00006019393,0.965142,0.00004204924,0.00003224999,0.0001247551,0.03305832,0.00006897176,0.0004310044,0.00006000622,0.0009708117,0.000007341582],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998114,0.0001784139,0.00008475131,0.00002838949,0.000002449876,0.00002115571,0.0001412274,0.00000322239,0.001426409],"genre_scores_gemma":[0.9978359,0.0004027112,0.0004329133,0.00001942657,0.000002317819,0.00004721991,0.0003087891,0.000005664592,0.0009451365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.069789,"threshold_uncertainty_score":0.1387656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452778759321319,"score_gpt":0.3572149324822557,"score_spread":0.3426871448890425,"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."}}