{"id":"W4376466165","doi":"10.4337/9781781950371.00006","title":"Acknowledgements","year":2001,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005473502,0.001042582,0.001268656,0.003262964,0.001978004,0.00324817,0.002768853,0.001160564,0.4272271],"category_scores_gemma":[0.0514383,0.0003197759,0.0007995992,0.003300819,0.0008053535,0.002293439,0.003504777,0.00266532,0.3145382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002645724,"about_ca_system_score_gemma":0.004928543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005518413,"about_ca_topic_score_gemma":0.005869872,"domain_scores_codex":[0.9928029,0.001462871,0.0005176719,0.0009252607,0.003893489,0.0003977106],"domain_scores_gemma":[0.9546411,0.00608525,0.001351999,0.004185128,0.02958173,0.004154781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004869861,0.00001525752,0.0003928964,0.0002086558,0.000007205838,0.0001098398,0.0002450875,0.00008080118,0.0002124295,0.0044875,0.9647635,0.02942822],"study_design_scores_gemma":[0.00001272647,0.00001181439,0.0007437472,0.0002059778,0.000006687742,0.0001358428,0.0003366945,0.00006372241,0.0001188946,0.002953866,0.9954,0.000009964593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00541787,0.00989401,0.03550938,0.1094751,0.11001,0.002380799,0.1952334,0.007580725,0.5244987],"genre_scores_gemma":[0.02915849,0.006678738,0.02975295,0.03175062,0.01236559,0.003323447,0.1223788,0.007076129,0.7575152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.572773,"threshold_uncertainty_score":0.8169911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985552165712712,"score_gpt":0.3747468766888711,"score_spread":0.1761916601175999,"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."}}