{"id":"W4247630807","doi":"10.1353/esc.2017.0021","title":"Δ","year":2017,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creatures; Chemistry; Environmental chemistry; Archaeology; History; Natural (archaeology)","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":[0.0003199285,0.00007021976,0.0002278284,0.00004474845,0.0002153922,0.000008980647,0.0001969131,0.00001555708,0.00004802316],"category_scores_gemma":[0.004888835,0.00005139563,0.00001621458,0.00007040828,0.0002963949,0.00005578768,0.0001155391,0.000173065,0.000001956734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006010849,"about_ca_system_score_gemma":0.001460513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.846076,"about_ca_topic_score_gemma":0.9786766,"domain_scores_codex":[0.9989515,0.00001041711,0.0001207454,0.0001679368,0.0004545033,0.0002949157],"domain_scores_gemma":[0.9990899,0.00009626188,0.00003604963,0.000432813,0.0002029331,0.0001420241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004012487,0.0000245724,0.6948437,0.0001291687,0.00007173701,0.001447559,0.004743277,0.000002165774,0.00003949428,0.0001673022,0.2806084,0.01788251],"study_design_scores_gemma":[0.002330405,0.000112888,0.67984,0.0003343508,0.00002238902,0.00001618789,0.03895162,0.00004127418,0.0005072584,0.00007648374,0.27762,0.0001471831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772224,0.002237031,5.200903e-7,0.002449942,0.002816151,0.0001615806,0.000002967951,0.00001139595,0.1150981],"genre_scores_gemma":[0.9951707,0.0007626546,0.00004082278,0.0007435927,0.0005608639,0.0000136911,7.815318e-7,0.0000049431,0.002701925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326005,"threshold_uncertainty_score":0.5852746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636057562945866,"score_gpt":0.4018500168582438,"score_spread":0.3054894412287851,"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."}}