{"id":"W7071900906","doi":"","title":"Uncovering children’s concepts and conceptual change","year":2022,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Categorization; Task (project management); Set (abstract data type); Representation (politics); Multidimensional scaling; Similarity (geometry); Data set","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00218512,0.0003392287,0.0002838154,0.001672904,0.0003274354,0.001980554,0.0004594301,0.0007564952,0.004409027],"category_scores_gemma":[0.02042365,0.0004076116,0.0004354087,0.0009112495,0.001178244,0.002637819,0.001625012,0.001485676,0.0005447226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313445,"about_ca_system_score_gemma":0.0007417572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003416418,"about_ca_topic_score_gemma":0.004431718,"domain_scores_codex":[0.998787,0.0003177088,0.00006710821,0.0004706767,0.0002701551,0.00008731935],"domain_scores_gemma":[0.9885551,0.006993815,0.00175735,0.001661097,0.000669564,0.0003630408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005266895,0.0003450798,0.4557331,0.0005858144,0.0002134253,0.000775938,0.03134638,0.004615217,0.08869579,0.02477506,0.004730795,0.3876567],"study_design_scores_gemma":[0.00003204972,0.0002634684,0.8898646,0.0001572401,0.00009365726,0.0008974358,0.00963668,0.01978749,0.03064158,0.0330802,0.01543477,0.0001109164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958936,0.0003137858,0.03315315,0.0003621057,0.00002975623,0.00004601007,0.001019208,0.000261207,0.005878857],"genre_scores_gemma":[0.9652243,0.000195887,0.03245971,0.00007382626,0.000006037198,0.00008806739,0.0007994121,0.00009328874,0.001059527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004409027,"threshold_uncertainty_score":0.01474965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180803505273536,"score_gpt":0.2392166946886216,"score_spread":0.2174086596358863,"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."}}