{"id":"W7009191344","doi":"","title":"Derek From: ASBD Program created two tiers","year":2018,"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":"Constitution; Joins; Trade union","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":[0.001917684,0.000514137,0.0003726787,0.001072656,0.008000769,0.007401248,0.001250835,0.002718946,0.5152122],"category_scores_gemma":[0.00368093,0.0007680704,0.0005449898,0.0008978084,0.001139423,0.002541348,0.004411939,0.004999632,0.2362421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044424,"about_ca_system_score_gemma":0.02859255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3250173,"about_ca_topic_score_gemma":0.6303159,"domain_scores_codex":[0.9968719,0.000112491,0.00004399937,0.0003037332,0.001785918,0.0008820166],"domain_scores_gemma":[0.9959383,0.0001385688,0.00003045163,0.0002183268,0.001786832,0.001887547],"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":[0.00001345509,0.00002267164,0.0001575679,0.00001049042,4.711734e-7,0.00002409203,0.00005792212,0.00001024078,0.0001151573,0.003825568,0.9849297,0.01083272],"study_design_scores_gemma":[0.000005606065,0.000004440361,0.0002986533,0.000008553726,6.937837e-7,0.00001374699,0.00008265881,0.0000171732,0.00005680135,0.0002173686,0.9992899,0.000004422371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001150955,0.0002665167,0.001259434,0.01312635,0.00371283,0.0003493174,0.003199947,0.001988597,0.9749461],"genre_scores_gemma":[0.001754038,0.0000575862,0.0003477658,0.001927618,0.00006450794,0.0000388383,0.0006812587,0.0003337925,0.9947947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4847878,"threshold_uncertainty_score":0.691491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007599687640522456,"score_gpt":0.2145517164751798,"score_spread":0.2069520288346573,"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."}}