{"id":"W3195133117","doi":"10.5489/cuaj.7512","title":"The minnow’s lament, or having impact with low Impact","year":2021,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Lament; Minnow; Art; Fishery; Literature; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003064413,0.0003573964,0.0005313274,0.0001484529,0.004023018,0.002262349,0.0005680058,0.0009685388,0.001157933],"category_scores_gemma":[0.01459016,0.0001809723,0.0004041936,0.0005451551,0.0001678644,0.0002696179,0.00004172419,0.001894592,0.00004554488],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006362376,"about_ca_system_score_gemma":0.01529715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0426002,"about_ca_topic_score_gemma":0.4470908,"domain_scores_codex":[0.9949502,0.001116851,0.000463327,0.0003018044,0.001674541,0.00149329],"domain_scores_gemma":[0.9932295,0.003255515,0.0008212921,0.0001914336,0.001213329,0.001288895],"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":[0.00007134273,0.0000184843,0.04403198,0.000002032883,0.0004187628,0.0001467096,0.00194445,0.00001615914,3.132397e-7,0.00001074325,0.9517192,0.001619839],"study_design_scores_gemma":[0.0004032754,0.0003854548,0.02555444,0.00004812809,0.0001015422,0.00001153962,0.001836662,0.00000167144,1.748999e-7,0.000127239,0.9712415,0.0002883182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05556397,0.004753987,0.00002275441,0.0649974,0.8489378,0.0008641009,0.001245878,0.0001206765,0.02349343],"genre_scores_gemma":[0.1437997,0.003139338,0.00002311656,0.001055164,0.8347034,0.00001936975,0.0001113867,0.00004676171,0.01710176],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4044906,"threshold_uncertainty_score":0.9997551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293192677322334,"score_gpt":0.3034206938484563,"score_spread":0.2904887670752329,"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."}}