{"id":"W6991454186","doi":"","title":"Gormley - Laura Buckwald - June 26th, 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":"Work (physics)","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":[0.0005988565,0.0006534365,0.0003983532,0.000570772,0.002733554,0.003471195,0.0007227334,0.002098879,0.7090637],"category_scores_gemma":[0.002232201,0.0004238421,0.0003517483,0.0004714331,0.00039543,0.001607703,0.002368526,0.002714161,0.6246398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267457,"about_ca_system_score_gemma":0.002733208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02844186,"about_ca_topic_score_gemma":0.1421317,"domain_scores_codex":[0.9995697,0.00003310684,0.00001021228,0.00005831127,0.0001701261,0.0001584348],"domain_scores_gemma":[0.9984677,0.0000587326,0.00002968616,0.00005552753,0.0004743042,0.000914029],"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":[0.000004866105,0.000004019246,0.00003674854,0.000006616577,2.266542e-7,0.00001075901,0.000005688044,0.000002847231,0.00001359018,0.000134705,0.9960306,0.003749315],"study_design_scores_gemma":[0.000002957378,0.000004069984,0.00025171,0.00002581168,3.39699e-7,0.00001343723,0.00004584408,0.000007475431,0.00002051994,0.00006931453,0.9995562,0.000002213253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005941741,0.001100119,0.0002411106,0.01463492,0.01188254,0.0001254954,0.003227868,0.001031542,0.9671622],"genre_scores_gemma":[0.0005057279,0.0001872324,0.00003839652,0.001826594,0.00018222,0.0000131004,0.0003268984,0.0001137835,0.9968061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2909363,"threshold_uncertainty_score":0.4149853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007836371311989878,"score_gpt":0.1977309378968842,"score_spread":0.1898945665848943,"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."}}