{"id":"W2238021178","doi":"10.12968/sece.2009.2.1448","title":"Think on that","year":2009,"lang":"en","type":"article","venue":"SecEd","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Reading (process); Art; Visual arts; Philosophy; Linguistics","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":[0.002103268,0.001019541,0.0005292307,0.001128509,0.007913855,0.0119963,0.001147795,0.005117231,0.2312179],"category_scores_gemma":[0.01362633,0.0003892207,0.0006900543,0.000498654,0.005584004,0.01119664,0.00549185,0.01197347,0.1662461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118699,"about_ca_system_score_gemma":0.003994879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00929678,"about_ca_topic_score_gemma":0.01462364,"domain_scores_codex":[0.9976548,0.000595392,0.00006814101,0.000313301,0.0008372815,0.0005311248],"domain_scores_gemma":[0.9936266,0.000715149,0.0002167307,0.0004361662,0.002609625,0.002395652],"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":[0.00001749182,0.00002408682,0.0002663201,0.00004358516,0.000004183918,0.00008098451,0.001488553,0.00001732623,0.0001063886,0.01011344,0.9684281,0.01940958],"study_design_scores_gemma":[0.000006832136,0.0000115987,0.0001717218,0.0001512067,0.000003138941,0.0001064447,0.004094092,0.00001458224,0.00004931595,0.006048125,0.9893305,0.0000123127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001511937,0.005870902,0.00343081,0.5388944,0.05856209,0.0001069827,0.0005048637,0.000912616,0.3902054],"genre_scores_gemma":[0.02104732,0.005105338,0.002672439,0.2577803,0.009464501,0.0001178146,0.0005121779,0.00080862,0.7024915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2312179,"threshold_uncertainty_score":0.7735009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329502870146433,"score_gpt":0.4143555598874202,"score_spread":0.2814052728727768,"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."}}