{"id":"W7019283564","doi":"","title":"Gormley - Tyler McMurchy - Tuesday, April 4th, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joins; Spring (device); Broadcasting (networking); Time line","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003036961,0.0007656015,0.0003663861,0.0006901415,0.002706261,0.003450362,0.0005686962,0.001400346,0.8439969],"category_scores_gemma":[0.001404342,0.0004626896,0.0002552616,0.0008787211,0.0003355118,0.001763474,0.001651829,0.00152857,0.7134409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532909,"about_ca_system_score_gemma":0.002081681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0612367,"about_ca_topic_score_gemma":0.2424162,"domain_scores_codex":[0.999759,0.00001567031,0.000006220927,0.00003749095,0.0001121572,0.00006951356],"domain_scores_gemma":[0.9991465,0.00005390699,0.00002739147,0.00004988564,0.0002954971,0.0004268135],"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":[0.00001639082,0.00001097481,0.0001014548,0.00001985514,4.735502e-7,0.00003153135,0.00002219519,0.000009226251,0.00009098309,0.0002485411,0.9896479,0.009800453],"study_design_scores_gemma":[0.00000402954,0.000006208224,0.0004851665,0.00002194302,6.14936e-7,0.00001428411,0.00007068784,0.00001543426,0.0000702279,0.00005208433,0.9992562,0.000003084522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007278122,0.0003595741,0.0001722017,0.001420886,0.0008558215,0.00008053646,0.00406725,0.001207013,0.9911089],"genre_scores_gemma":[0.0006250644,0.00009463301,0.00004996578,0.0001504713,0.00002490571,0.000008621171,0.0005291537,0.0001592079,0.998358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1560031,"threshold_uncertainty_score":0.2225195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179257892286992,"score_gpt":0.2022217807628309,"score_spread":0.1930425228705439,"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."}}