{"id":"W4383376757","doi":"10.1515/9780773592087-001","title":"Acknowledgments","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","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":[0.0001829362,0.0002827653,0.0003570186,0.0001401821,0.001017444,0.00006286688,0.0005002511,0.0005432808,0.001040136],"category_scores_gemma":[0.00004097883,0.0003314413,0.0002145004,0.00001027456,0.0004945311,0.00009561751,0.0002693465,0.0003999914,0.0002609756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609258,"about_ca_system_score_gemma":0.0001013138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168015,"about_ca_topic_score_gemma":0.00001588867,"domain_scores_codex":[0.9983281,0.0001327247,0.0001947691,0.0004707419,0.0004835124,0.0003901706],"domain_scores_gemma":[0.9987892,0.0001470988,0.0001251969,0.0003357479,0.0002726115,0.0003301614],"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":[0.00002224643,0.00001021355,8.376726e-7,0.00002470301,0.00004995853,0.00003657652,0.0003085044,6.367518e-7,0.000001134819,0.9837535,0.01320365,0.002588021],"study_design_scores_gemma":[0.000309277,0.00003261307,0.000002071598,0.00006927932,0.0001040306,2.511304e-7,0.00009513618,0.00000194436,0.00002716742,0.004404929,0.9945802,0.0003730943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000216791,8.785439e-7,0.0001055815,0.0005421934,0.000460611,0.0003061508,0.0001579986,0.0002112383,0.9982132],"genre_scores_gemma":[0.0009375609,0.00007836682,0.00008213934,0.0002940438,0.0004122569,8.628798e-7,0.00002866475,0.00003309851,0.998133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9813766,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977386887537089,"score_gpt":0.2659042183261635,"score_spread":0.2361303494507926,"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."}}