{"id":"W7039030111","doi":"","title":"Knight Shift - Episode 15","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knight; Overtime; Wife","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":[0.0007171466,0.0005336397,0.0002753537,0.0006131966,0.008783372,0.005605189,0.001241596,0.004700611,0.3197439],"category_scores_gemma":[0.002840189,0.000297538,0.0003266278,0.0009450507,0.0008413743,0.002453904,0.005533018,0.004800001,0.1098826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004766879,"about_ca_system_score_gemma":0.004293951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1024005,"about_ca_topic_score_gemma":0.306517,"domain_scores_codex":[0.9986218,0.00009497188,0.00003399609,0.0001704652,0.0003602236,0.0007184119],"domain_scores_gemma":[0.9989305,0.00007100277,0.00003399701,0.0000608353,0.0003396987,0.0005639423],"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":[0.00007410241,0.00003062753,0.0006742802,0.00004412927,0.000002125536,0.000988297,0.002988833,0.00002297154,0.0002078557,0.003920201,0.9773027,0.01374393],"study_design_scores_gemma":[0.000002490687,0.000008432091,0.0007789282,0.0000312119,6.360133e-7,0.00009523892,0.002707673,0.000009622699,0.00006634036,0.0002481327,0.9960465,0.000004768299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01029816,0.0004888081,0.0003648704,0.02534115,0.005684652,0.0001828931,0.002836539,0.0004773625,0.9543255],"genre_scores_gemma":[0.01335305,0.0001228242,0.00009069615,0.006214927,0.0001753579,0.00003688322,0.0007444617,0.0001555701,0.9791063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3197439,"threshold_uncertainty_score":0.9703028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006756897387752139,"score_gpt":0.166784816977732,"score_spread":0.1600279195899798,"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."}}