{"id":"W7056974697","doi":"","title":"A Guide to the Identification and Natural History of the Sparrows of the United States and Canada by James D. Rising","year":2002,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Natural history; Natural (archaeology); Life history","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":[],"consensus_categories":[],"category_scores_codex":[0.0008537685,0.001327429,0.001088688,0.005955872,0.002888917,0.001918367,0.001852358,0.0009293279,0.0507677],"category_scores_gemma":[0.002064477,0.0008206602,0.0005220531,0.005705439,0.002573572,0.00222652,0.001234687,0.002896459,0.02666369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003597757,"about_ca_system_score_gemma":0.008096107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4485857,"about_ca_topic_score_gemma":0.7645626,"domain_scores_codex":[0.9996347,0.00004923498,0.00003482975,0.00005099109,0.0001940703,0.00003611047],"domain_scores_gemma":[0.998953,0.0002219448,0.00005818494,0.00006148433,0.0005703666,0.000134919],"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":[0.00001860071,0.00002417012,0.0006629235,0.0003262297,0.000009407308,0.0001480644,0.0007833954,0.0002711317,0.0005848882,0.004885002,0.7911485,0.2011376],"study_design_scores_gemma":[0.00000166291,0.000005412295,0.0008629412,0.0001707178,0.000002800601,0.0001096554,0.0001882475,0.00003587382,0.0000548462,0.001032226,0.9975278,0.000007812003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005096586,0.4590987,0.06554379,0.04466365,0.0351513,0.001374314,0.03851957,0.00439613,0.3461559],"genre_scores_gemma":[0.01014289,0.1848021,0.07783589,0.008775644,0.002232181,0.0004875367,0.008689939,0.001058219,0.7059756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5514143,"threshold_uncertainty_score":0.8919494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008932880645346558,"score_gpt":0.1482015060455121,"score_spread":0.1392686254001656,"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."}}