{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006660805,0.00003410181,0.00005208676,0.000005679026,0.00003006524,0.000008528343,0.0004668084,0.000005064925,0.00003331245],"category_scores_gemma":[0.00001838348,0.00002028802,0.00002537382,0.0001114645,0.00000393325,0.00005749242,0.00005754211,0.00003588976,0.0002379525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004941857,"about_ca_system_score_gemma":0.00001240336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000285595,"about_ca_topic_score_gemma":3.432882e-7,"domain_scores_codex":[0.9997361,0.000009816321,0.00006870898,0.00005933363,0.00005820353,0.00006783369],"domain_scores_gemma":[0.9996435,0.00001635931,0.00001710586,0.0002825003,0.00001818635,0.00002234247],"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":[2.195453e-7,0.00004042838,0.000083123,0.0007477499,0.00001825063,0.000001635298,0.0004723988,0.00004132813,0.00006493703,0.8371155,0.06436867,0.09704573],"study_design_scores_gemma":[0.00007678037,0.00003532855,0.01219533,0.002818234,0.0000361538,0.00008499336,0.00000998245,0.00247705,0.0001596909,0.03495934,0.9467874,0.0003597258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001096049,0.2805057,0.6714161,0.003649567,0.0007364101,0.0002352131,2.178342e-7,0.0001273346,0.04321982],"genre_scores_gemma":[0.2717108,0.3170454,0.3558526,0.03874521,0.0008495115,0.0002118394,0.000003456104,0.00005960459,0.01552158],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8824187,"threshold_uncertainty_score":0.3058478,"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."}}