{"id":"W7071171561","doi":"","title":"Report on the Helen Carswell Chair presentation at CRAM 2019","year":2019,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University","keywords":"Presentation (obstetrics); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001901349,0.001004032,0.0005756582,0.001114262,0.004460763,0.007888622,0.001240024,0.005357017,0.5631724],"category_scores_gemma":[0.003411162,0.0004267406,0.0007788126,0.0006788792,0.0006233912,0.002119629,0.003858516,0.004701566,0.3589253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867336,"about_ca_system_score_gemma":0.009042065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03501143,"about_ca_topic_score_gemma":0.1221913,"domain_scores_codex":[0.9985365,0.0001002504,0.00002080901,0.0001010631,0.0008235478,0.0004177935],"domain_scores_gemma":[0.9980651,0.00008827847,0.00004241258,0.00006922154,0.00077571,0.0009593249],"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":[0.00001769438,0.000009321877,0.00002419283,0.000008489389,5.039416e-7,0.00001217555,0.00000651004,0.000008236937,0.00003338333,0.000444306,0.9974413,0.001993879],"study_design_scores_gemma":[0.00001327978,0.00001337884,0.0003330626,0.00002450224,0.000001530689,0.000007134675,0.00008616051,0.00003964292,0.00006840941,0.0002727575,0.9991336,0.000006556949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001562696,0.001620578,0.0006984386,0.05410868,0.05742211,0.0004810197,0.007494728,0.001134243,0.8754776],"genre_scores_gemma":[0.001331202,0.0001968456,0.0001123762,0.001816625,0.0008446542,0.00005318124,0.0006069479,0.0001901776,0.994848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5631724,"threshold_uncertainty_score":0.6230816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483975685663556,"score_gpt":0.2116762865433997,"score_spread":0.1968365296867641,"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."}}