{"id":"W1493553563","doi":"","title":"Abstracts from the 2009 PHETE Presentations at the CSSE Annual Conference","year":2010,"lang":"en","type":"article","venue":"Revue phénEPS / PHEnex Journal","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001134126,0.001258283,0.0007976476,0.001039708,0.001593401,0.003083472,0.0008007853,0.001437547,0.4074397],"category_scores_gemma":[0.001850164,0.0001938906,0.0004890978,0.0007979156,0.0003568929,0.001312151,0.002039882,0.001611449,0.1571514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185573,"about_ca_system_score_gemma":0.002042077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270187,"about_ca_topic_score_gemma":0.009865192,"domain_scores_codex":[0.9993557,0.00004827979,0.0000260094,0.00009121756,0.0003447101,0.0001340517],"domain_scores_gemma":[0.9981344,0.000137654,0.00006302013,0.0000522859,0.0009486874,0.0006639633],"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":[0.0001860963,0.00007848527,0.0001810714,0.0001275252,0.000005602734,0.00008166517,0.00005271086,0.00007428305,0.000770162,0.0004376488,0.9682123,0.02979237],"study_design_scores_gemma":[0.00004125062,0.00009452688,0.002385473,0.000103067,0.00001044217,0.00006090444,0.0001960399,0.000145774,0.0005368026,0.0004710493,0.9959418,0.00001283005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01391295,0.01648898,0.00536132,0.05431059,0.2467371,0.0009206108,0.01161539,0.001009104,0.6496438],"genre_scores_gemma":[0.008187417,0.003299614,0.0004862804,0.001491401,0.01035137,0.0001205434,0.002114611,0.0002036403,0.9737452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5925603,"threshold_uncertainty_score":0.8452153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308415080290034,"score_gpt":0.2589317574641076,"score_spread":0.2358476066612073,"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."}}