{"id":"W2608249025","doi":"10.18357/jcs.v37i2.15201","title":"Count on More than Just Counting with Counting Books","year":2012,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003917772,0.001644184,0.002098342,0.01061115,0.004570141,0.01337731,0.003033121,0.002284788,0.1030834],"category_scores_gemma":[0.07607555,0.001081175,0.001241279,0.01521137,0.005560754,0.04069832,0.00557245,0.004858881,0.02349009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314979,"about_ca_system_score_gemma":0.002918215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715554,"about_ca_topic_score_gemma":0.01002637,"domain_scores_codex":[0.9896885,0.003040695,0.000687552,0.001453298,0.004787062,0.0003428109],"domain_scores_gemma":[0.9556955,0.01864318,0.002286817,0.009187275,0.01200289,0.002184264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001200688,0.0001048336,0.004735413,0.0004818356,0.00009756512,0.0001369063,0.001450033,0.0005832303,0.0005488041,0.3723251,0.3307179,0.2886982],"study_design_scores_gemma":[0.00002742738,0.000047113,0.002709559,0.0004696489,0.00007899723,0.000467547,0.001775787,0.001347523,0.001070514,0.3330115,0.6589032,0.00009112525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02973654,0.02102585,0.1906826,0.1272344,0.02260863,0.0003293896,0.006629534,0.006585328,0.5951675],"genre_scores_gemma":[0.1861483,0.01451414,0.1599082,0.02959857,0.01971485,0.0007615907,0.008008752,0.008399542,0.5729461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1030834,"threshold_uncertainty_score":0.3448482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200450348707633,"score_gpt":0.2814764954997747,"score_spread":0.2494719920126983,"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."}}