{"id":"W2281545935","doi":"","title":"Reflections [Complete issue : Fourth Quarter 2002]","year":2002,"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); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004557468,0.002317785,0.001852178,0.002412986,0.006608882,0.01077396,0.004188198,0.03215135,0.1318658],"category_scores_gemma":[0.01458769,0.001115269,0.0031071,0.002099219,0.001421259,0.004436309,0.004039315,0.02148457,0.06602366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003723015,"about_ca_system_score_gemma":0.008170681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964452,"about_ca_topic_score_gemma":0.06229184,"domain_scores_codex":[0.9970658,0.0002975238,0.0001524172,0.0002616006,0.001442569,0.0007800214],"domain_scores_gemma":[0.9907616,0.001535328,0.000320391,0.0004269941,0.004463017,0.0024926],"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":[0.00003711303,0.00002260131,0.0000348131,0.00003497236,0.000004204212,0.000028991,0.00001322617,0.0000119185,0.00003030594,0.0001639458,0.9969485,0.002669317],"study_design_scores_gemma":[0.00006886157,0.00004963054,0.001080315,0.0001766028,0.00002730366,0.00002534663,0.0001743154,0.0000534569,0.0001186872,0.0005039729,0.9976985,0.00002305995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006328099,0.00499502,0.0003934223,0.3524857,0.5810916,0.0003576266,0.001428431,0.0005424616,0.05807288],"genre_scores_gemma":[0.003429862,0.004660995,0.000443596,0.2854891,0.106141,0.0003528355,0.001290387,0.0003055714,0.5978867],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1318658,"threshold_uncertainty_score":0.4411351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237967569777433,"score_gpt":0.2842468599150398,"score_spread":0.2318671842172655,"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."}}