{"id":"W7000312633","doi":"","title":"Episode 24 - Towards Equity and Inclusion","year":2021,"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":"Commission; Equity (law); Oppression; Inclusion (mineral); Statement (logic); Action (physics); Identity (music); Call to action","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":[],"category_scores_codex":[0.0123677,0.0003634379,0.0006549307,0.0007271837,0.01557049,0.01538564,0.003360562,0.01044811,0.06852248],"category_scores_gemma":[0.02863218,0.0004272879,0.0007404044,0.0009890086,0.007587705,0.0086675,0.02368057,0.01684395,0.01252785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02068953,"about_ca_system_score_gemma":0.04987475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1110643,"about_ca_topic_score_gemma":0.1779772,"domain_scores_codex":[0.9772494,0.004740229,0.0006345164,0.001720121,0.007894001,0.00776169],"domain_scores_gemma":[0.985673,0.00202966,0.0004793004,0.001209844,0.00401276,0.006595509],"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":[0.00003256483,0.00005619834,0.001087983,0.00008389162,0.000004870539,0.0007400145,0.02049402,0.0000626309,0.0002733654,0.3625155,0.5910321,0.02361691],"study_design_scores_gemma":[0.000008232325,0.000008953028,0.0006049453,0.0001440464,0.000001672366,0.0001510393,0.00748334,0.00003628661,0.0001143422,0.01851557,0.9729193,0.00001224725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008985043,0.0009526885,0.002958228,0.2572816,0.005843711,0.0004858514,0.0006522475,0.0002104967,0.7226302],"genre_scores_gemma":[0.1723405,0.0007651147,0.003645835,0.186849,0.002053897,0.0007609487,0.0008321732,0.0004429168,0.6323097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9314775,"threshold_uncertainty_score":0.2292305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219685754130907,"score_gpt":0.2277668932595012,"score_spread":0.2155700357181921,"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."}}