{"id":"W2259313135","doi":"","title":"Adam Anderson Faculty Bio","year":2015,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002439761,0.0001292703,0.000225317,0.0001905429,0.00009240737,0.000007961085,0.0001789055,0.0001293559,0.000494924],"category_scores_gemma":[0.0003460365,0.000134256,0.00008707368,0.0003795402,0.0001659325,0.0002307703,0.00007735877,0.000376229,0.001199574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190637,"about_ca_system_score_gemma":0.0002427123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556741,"about_ca_topic_score_gemma":0.0001285452,"domain_scores_codex":[0.999098,0.00008783236,0.0001064814,0.0002807278,0.0001894112,0.0002375244],"domain_scores_gemma":[0.9987288,0.00007736061,0.00007338412,0.0003482903,0.0001032805,0.0006689053],"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":[0.001498604,0.001248697,0.06320125,0.00008388491,0.0002686825,0.005172899,0.001984872,0.0001844944,0.000269602,0.003160525,0.9174287,0.005497817],"study_design_scores_gemma":[0.003163285,0.000337023,0.006863651,0.00002957123,0.0001868968,0.0001015155,0.001977906,0.0008005226,0.00007484383,0.0001191356,0.9861512,0.0001944089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.534175,0.0001097454,0.002225494,0.003275094,0.0005064038,0.0002563675,0.00001407074,0.0002825895,0.4591553],"genre_scores_gemma":[0.9603495,0.0000112715,0.0006456048,0.0005454193,0.0001117783,1.903773e-7,0.00003627778,0.00001634548,0.03828361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4261746,"threshold_uncertainty_score":0.9995781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343132240368442,"score_gpt":0.2627321906276609,"score_spread":0.1284189665908167,"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."}}