{"id":"W4313822768","doi":"10.1007/978-3-319-69909-7_3439-2","title":"Early Development Instrument","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership; University of British Columbia; McMaster University","funders":"","keywords":"Development (topology); Computer science; Mathematics","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":[0.00248037,0.0007111965,0.0004633225,0.002697688,0.0008344233,0.001167159,0.001271389,0.0004210458,0.1056748],"category_scores_gemma":[0.006238979,0.0002875293,0.0003851073,0.001923502,0.0003913848,0.001311724,0.001741351,0.001393433,0.04267674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312677,"about_ca_system_score_gemma":0.002899694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00535004,"about_ca_topic_score_gemma":0.008839406,"domain_scores_codex":[0.9987248,0.000246831,0.000133115,0.000142239,0.0006196764,0.0001333028],"domain_scores_gemma":[0.9968176,0.0008360606,0.0001846835,0.0002533334,0.001661304,0.0002469115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003442343,0.0003719641,0.01583021,0.0003927465,0.00001231095,0.00009378348,0.001045117,0.0002451329,0.0008416464,0.03226341,0.3510117,0.5975477],"study_design_scores_gemma":[0.00003372919,0.0002473128,0.05412371,0.0003185712,0.00001967678,0.0002406764,0.0007093694,0.000180089,0.001497438,0.007673603,0.9349263,0.00002954869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02042313,0.001455466,0.01369752,0.001213532,0.0006621524,0.003139775,0.08223413,0.001906873,0.8752674],"genre_scores_gemma":[0.06272872,0.003076991,0.06371462,0.001339438,0.0001083115,0.01021384,0.09187131,0.0007472183,0.7661995],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1056748,"threshold_uncertainty_score":0.3535175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509914464928127,"score_gpt":0.2691977916136062,"score_spread":0.234098646964325,"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."}}