{"id":"W7097969253","doi":"","title":"Recommended Citation","year":2014,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Inclusion (mineral); Commons; Confidentiality","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001251112,0.000700634,0.001337597,0.003299194,0.003036143,0.00875073,0.001563789,0.00214547,0.6672238],"category_scores_gemma":[0.01009748,0.0003862876,0.0005700318,0.005626428,0.0008490661,0.006909444,0.002887058,0.002193438,0.5411505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956098,"about_ca_system_score_gemma":0.00428061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006980012,"about_ca_topic_score_gemma":0.008428446,"domain_scores_codex":[0.9985998,0.0002084822,0.00009144599,0.0003016836,0.000697493,0.0001011393],"domain_scores_gemma":[0.9958255,0.0005206424,0.0001470647,0.0003992273,0.002456999,0.0006505969],"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":[0.000005371629,0.00001008764,0.00007388509,0.0001075876,0.000001764451,0.00001726186,0.00009596795,0.00001246261,0.00002013999,0.00276793,0.968897,0.02799047],"study_design_scores_gemma":[0.00000328656,0.000005195764,0.0002501464,0.0001580328,0.000002580847,0.00001965648,0.0001244845,0.000009269785,0.0000146726,0.0007983491,0.9986111,0.000003136465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005947504,0.01390634,0.001129627,0.02928706,0.04669877,0.0002408414,0.005108106,0.0005523023,0.9024822],"genre_scores_gemma":[0.003276616,0.01174996,0.0005176575,0.004171735,0.005024116,0.000104084,0.003026911,0.0003333839,0.9717955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3327762,"threshold_uncertainty_score":0.4746649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627464837572544,"score_gpt":0.2259408939412023,"score_spread":0.2096662455654769,"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."}}