{"id":"W4236971169","doi":"10.26522/br.v12i1.430","title":"Tancho","year":2011,"lang":"en","type":"article","venue":"The Brock Review","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007946172,0.0005832632,0.0002855797,0.001182837,0.002432079,0.002089456,0.0004719691,0.001719585,0.09043355],"category_scores_gemma":[0.001856213,0.0002653833,0.0002606828,0.001030039,0.0007155082,0.00205486,0.001146194,0.002250401,0.0312481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444014,"about_ca_system_score_gemma":0.002066839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008415396,"about_ca_topic_score_gemma":0.04274987,"domain_scores_codex":[0.9996701,0.0000566172,0.00001922658,0.00006462651,0.0001307284,0.00005871087],"domain_scores_gemma":[0.9992422,0.00009831649,0.0000460714,0.00004594074,0.000406876,0.0001605342],"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":[0.00003285926,0.000007758294,0.0002081484,0.0003202242,0.000005823537,0.0001434789,0.0002035746,0.00002192724,0.0004396478,0.00655463,0.9354754,0.05658653],"study_design_scores_gemma":[0.000002045355,0.000005344129,0.0003222386,0.00008970391,0.000004026707,0.00008021168,0.0001857018,0.00000875633,0.0001128326,0.0002359757,0.9989498,0.00000342964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004147371,0.2889883,0.001697537,0.1225325,0.1102905,0.00009819003,0.0006720201,0.0004067373,0.4711668],"genre_scores_gemma":[0.01436785,0.0542898,0.0007122192,0.01491856,0.00479522,0.00004928324,0.000288681,0.0001484225,0.91043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09043355,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05457221345070161,"score_gpt":0.2425735869428421,"score_spread":0.1880013734921405,"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."}}