{"id":"W4235091207","doi":"10.1177/117863370800100001","title":"Introductory Editorial","year":2008,"lang":"en","type":"article","venue":"Infectious Diseases Research and Treatment","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005480247,0.00006820761,0.00006726079,0.0001165703,0.0002953162,0.00006725033,0.0001000978,0.00002030364,0.000007294761],"category_scores_gemma":[0.00005518962,0.00005548805,0.00002460648,0.000181801,0.00007043787,0.0001370234,0.00006495127,0.00006276825,0.00003759272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545941,"about_ca_system_score_gemma":0.0001838156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095902,"about_ca_topic_score_gemma":0.000006207584,"domain_scores_codex":[0.9992052,0.00002705505,0.00006024845,0.000204522,0.000280187,0.0002228024],"domain_scores_gemma":[0.9993196,0.0001318903,0.000007578617,0.0002068186,0.0001269844,0.0002070954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007898561,0.007545995,0.4119144,0.00007322519,0.0005984773,0.0004606009,0.003335993,0.003411365,0.0006111617,0.2808869,0.2181411,0.07294171],"study_design_scores_gemma":[0.005189307,0.006876349,0.5448189,0.00004368793,0.00003508134,0.0003844194,0.00009685125,0.008235612,0.0008119944,0.05212625,0.3803756,0.001006007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962817,0.003142713,0.007499304,0.001447836,0.0198295,0.0004655251,0.00001289333,0.0003783243,0.004406983],"genre_scores_gemma":[0.9911485,0.0006453465,0.0002367886,0.000007166492,0.007656245,0.00005611752,0.000004106775,0.000004777133,0.0002409132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287607,"threshold_uncertainty_score":0.2271363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416131344810065,"score_gpt":0.3115755406729991,"score_spread":0.2774142272248985,"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."}}