{"id":"W2276279243","doi":"","title":"Reflections [Complete issue : First Quarter 2003]","year":2003,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History","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":[],"consensus_categories":[],"category_scores_codex":[0.00006191347,0.00005082728,0.00004184211,0.00004494133,0.0001008572,0.00006722967,0.0001664753,0.00001595614,0.0002173947],"category_scores_gemma":[0.00002723437,0.00004716262,0.00001558827,0.0003721501,0.000005114915,0.0001355019,0.00001445418,0.00004528945,0.0003944693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065944,"about_ca_system_score_gemma":0.00003446483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000129907,"about_ca_topic_score_gemma":0.00002333232,"domain_scores_codex":[0.9995834,0.000006894969,0.00007640775,0.000125902,0.00007590713,0.0001314524],"domain_scores_gemma":[0.9996421,0.00002296398,0.000009400861,0.0002216831,0.00004889525,0.00005499575],"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":[4.866332e-8,0.00001867658,0.00006280544,0.000002354941,0.000003835617,4.862085e-7,0.0001857138,0.003567509,0.00005956419,0.9627228,0.03327689,0.00009933129],"study_design_scores_gemma":[0.00005517835,0.00001852744,0.001161227,0.00000382108,0.000001329697,0.00001532646,0.00003245862,0.02765201,0.000162269,0.005748077,0.9650314,0.0001183809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005153176,0.00002925606,0.8592471,0.003751352,0.000806696,0.00002930425,1.824879e-7,0.00007808764,0.1360064],"genre_scores_gemma":[0.3598056,0.00001352754,0.627713,0.0009369266,0.0001587626,0.00001852959,0.000001472519,0.000009317851,0.01134292],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9569747,"threshold_uncertainty_score":0.5070236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099207603591603,"score_gpt":0.283950568380289,"score_spread":0.252958492344373,"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."}}