{"id":"W4387565195","doi":"10.1515/9780887553615-003","title":"Acknowledgements","year":2009,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Australian Government","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004836439,0.0009768398,0.001186,0.001578429,0.002191929,0.00245131,0.002255091,0.0009056235,0.313068],"category_scores_gemma":[0.02282492,0.0003321594,0.000509382,0.001623436,0.001165593,0.001900423,0.005156961,0.003236348,0.2285566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310647,"about_ca_system_score_gemma":0.00652709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517996,"about_ca_topic_score_gemma":0.02049724,"domain_scores_codex":[0.994689,0.0009053191,0.0001671608,0.0005329535,0.003371029,0.0003346163],"domain_scores_gemma":[0.965434,0.002082894,0.000646476,0.001705141,0.02446105,0.005670434],"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":[0.00005175422,0.00001581304,0.0002731677,0.0001296774,0.000006001062,0.0001180535,0.0004743981,0.00005783846,0.0007963633,0.006495537,0.9661636,0.02541782],"study_design_scores_gemma":[0.000006277682,0.000005279114,0.000323903,0.00006165489,0.000003643619,0.0001330197,0.0002752308,0.00003737426,0.0001743547,0.00109758,0.9978758,0.000005852302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007280364,0.01697789,0.03379331,0.2384304,0.1363886,0.001062776,0.03697514,0.00589705,0.5231944],"genre_scores_gemma":[0.01398022,0.003423646,0.007299012,0.01333066,0.006619282,0.000469552,0.009799841,0.002671648,0.9424062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9848201,"threshold_uncertainty_score":0.9798251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077651267987458,"score_gpt":0.19292728609552,"score_spread":0.1621507734156455,"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."}}