{"id":"W7100734174","doi":"","title":"Teaching FSL with AIM? An elementary school case study. Studies by Undergraduate Researchers at Guelph","year":2011,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gesture; Popularity; Set (abstract data type); Stern; Test (biology); Proposition; Core (optical fiber)","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":[0.0005438626,0.0001857919,0.0001531669,0.00002570769,0.0003488929,0.00002172193,0.0002007717,0.00006495292,0.00004772139],"category_scores_gemma":[0.00006084686,0.0001153231,0.00003921567,0.00005450485,0.0001156351,0.000007281312,0.000434395,0.0001814313,0.00001055758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469814,"about_ca_system_score_gemma":0.0000227831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389953,"about_ca_topic_score_gemma":0.001788941,"domain_scores_codex":[0.9985226,0.0002931579,0.0001865138,0.0004966138,0.0001435379,0.0003575204],"domain_scores_gemma":[0.9993591,0.00001868122,0.00005280972,0.0003173378,0.00006895954,0.0001830899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001095963,0.002262787,0.3977356,0.00005366125,0.001655371,0.002820205,0.00221473,0.00001213617,0.5486743,0.0001033768,0.02349195,0.01987992],"study_design_scores_gemma":[0.01412632,0.08399818,0.02024789,0.0001336224,0.0005692867,0.003884843,0.4266723,0.0004835776,0.396423,0.001428626,0.0470318,0.005000629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961593,0.0003650915,0.0001546432,0.0001534195,0.00003043346,0.000289517,0.000004385185,0.00003501008,0.002808179],"genre_scores_gemma":[0.9951586,0.00003830832,0.001593338,0.000509196,0.00008302108,0.0000176738,0.0000409087,0.00001609285,0.002542936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4244576,"threshold_uncertainty_score":0.470274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107711649435677,"score_gpt":0.3601058838605638,"score_spread":0.2493347189169961,"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."}}