{"id":"W4385533768","doi":"10.1515/9780773581852-002","title":"Acknowledgments","year":2015,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; York University","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009441726,0.0003067606,0.000265409,0.0002012867,0.0001749107,0.00005757052,0.00114807,0.00023722,0.00001697606],"category_scores_gemma":[0.000008969268,0.0003642952,0.0001242518,0.00001447268,0.00004567366,0.0001802464,0.0008448709,0.0003349156,0.0000827619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003596299,"about_ca_system_score_gemma":0.000108984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006223454,"about_ca_topic_score_gemma":1.084345e-7,"domain_scores_codex":[0.9986927,0.00001504869,0.0001516957,0.0004799152,0.0003876599,0.0002729697],"domain_scores_gemma":[0.9985976,0.00004259356,0.0001194675,0.0006769195,0.0003035946,0.0002597953],"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":[0.000003211159,0.000009431721,3.353891e-7,0.00002790796,0.00006867482,0.0000499373,0.00005274238,0.0003888087,0.000001465638,0.9867489,0.01172626,0.0009223236],"study_design_scores_gemma":[0.0002128776,0.00002742224,0.000002956708,0.00009740831,0.00003702972,0.000002237325,0.00000474924,0.0005547694,0.00002995038,0.003730317,0.9949226,0.0003776195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.836439e-7,0.000004110994,0.01009009,0.0001175538,0.0007778127,0.000152987,0.00004778241,0.0002030624,0.9886062],"genre_scores_gemma":[0.0003380524,0.00003763503,0.005398848,0.00004730461,0.00011034,6.048249e-7,0.00001648988,0.00003241622,0.9940183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9831964,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034150243066363,"score_gpt":0.2195088522868824,"score_spread":0.1891673498562187,"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."}}