{"id":"W4380268776","doi":"10.1515/9780773590632-001","title":"Acknowledgments","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009953827,0.0004370581,0.000428891,0.0001354253,0.001033778,0.00009199063,0.0005022042,0.0003142265,0.001252158],"category_scores_gemma":[0.000006762673,0.0004817257,0.0003570977,0.00000294705,0.0004658477,0.0001075119,0.0002340936,0.0004486158,0.0001984305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231188,"about_ca_system_score_gemma":0.00005219771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00045682,"about_ca_topic_score_gemma":0.000005671528,"domain_scores_codex":[0.9986128,0.00005059441,0.0002239853,0.0005047678,0.0003042355,0.0003036489],"domain_scores_gemma":[0.9986016,0.00007350993,0.0002444365,0.0005708326,0.0003613078,0.000148373],"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":[0.00001410909,0.00001953223,0.000001107941,0.0000979236,0.0001971107,0.00000787426,0.00331147,4.198262e-7,2.811975e-7,0.9406301,0.05541989,0.0003001836],"study_design_scores_gemma":[0.0003727809,0.00005411453,0.000001608109,0.0001374719,0.0002337181,3.526588e-7,0.0003842309,0.000001518767,0.00001237929,0.007630422,0.9906529,0.0005184622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007417717,0.000002860194,0.000006702123,0.0001806671,0.001276843,0.0003099417,0.0004167348,0.0001966479,0.9976022],"genre_scores_gemma":[0.002785579,0.0001046017,0.00003126598,0.0003647078,0.001463859,0.000001557622,0.0001085849,0.00007438179,0.9950655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9352331,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263330836967363,"score_gpt":0.2145556528893206,"score_spread":0.181922344519647,"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."}}