{"id":"W4382241133","doi":"10.1515/9780773599208-002","title":"Acknowledgments","year":2016,"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":"Social Sciences and Humanities Research Council; University of British Columbia","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006263016,0.0003057265,0.000247347,0.0002005778,0.0002124453,0.00004858162,0.00113106,0.0002282821,0.00002870558],"category_scores_gemma":[0.00000663141,0.0003120787,0.0001477179,0.00001044026,0.00005172078,0.0001854607,0.0007725923,0.000246932,0.0001129418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786744,"about_ca_system_score_gemma":0.00006591752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002089889,"about_ca_topic_score_gemma":6.03889e-8,"domain_scores_codex":[0.9987415,0.00001359972,0.0001510618,0.000502879,0.0003005441,0.0002904175],"domain_scores_gemma":[0.9987507,0.00007047053,0.0001223811,0.0006868889,0.0001783809,0.0001911999],"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":[0.000002968165,0.000007093866,4.452686e-7,0.00002731715,0.0000731129,0.00004078367,0.00002833127,0.00003901422,0.000005788137,0.9948695,0.002744933,0.002160741],"study_design_scores_gemma":[0.0002139983,0.0000214365,0.000005437931,0.0001861252,0.00002995832,0.000001815445,0.000001785109,0.0001202399,0.00009824034,0.003947864,0.994993,0.0003800439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.459675e-7,0.000001845303,0.02160424,0.0002019747,0.0007510601,0.0001438972,0.00006005666,0.0001961784,0.9770404],"genre_scores_gemma":[0.000395663,0.00006581255,0.003568328,0.00006244099,0.0001253579,6.791101e-7,0.000005769847,0.00003242834,0.9957435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9922481,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717111895971003,"score_gpt":0.202543375358645,"score_spread":0.185372256398935,"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."}}