{"id":"W7153674747","doi":"","title":"Reviews","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); State (computer science); White (mutation); Scope (computer science); Special section; Subject (documents)","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":[0.000739685,0.001693053,0.001140487,0.003054631,0.001143329,0.005813763,0.001840161,0.001856848,0.7800479],"category_scores_gemma":[0.00243203,0.0006007385,0.0009146272,0.003472099,0.0005550216,0.003672931,0.002612938,0.002290823,0.7636662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516215,"about_ca_system_score_gemma":0.002303526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830553,"about_ca_topic_score_gemma":0.006070334,"domain_scores_codex":[0.9989845,0.00009402371,0.00007578303,0.0002247567,0.000525227,0.00009578192],"domain_scores_gemma":[0.9986046,0.0001535031,0.0000800324,0.0001400188,0.0007245338,0.0002973828],"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":[0.0000140377,0.00001745635,0.00004959812,0.0003391063,0.000003810205,0.00004355719,0.00002284493,0.00002864541,0.0002046134,0.001513193,0.9197873,0.07797594],"study_design_scores_gemma":[0.000002148176,0.000003395248,0.00006271445,0.00009074452,0.000001221813,0.00004107947,0.00001676087,0.000006790254,0.00001921039,0.0002284289,0.9995255,0.000001882804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003086137,0.03815153,0.001507781,0.007344868,0.02699197,0.0002394045,0.008047964,0.001802908,0.9156049],"genre_scores_gemma":[0.0009335406,0.01313636,0.0009422228,0.003596703,0.003627912,0.00008243524,0.005101829,0.0004341587,0.9721449],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7800479,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112589104117351,"score_gpt":0.1962691187863503,"score_spread":0.1551432277451768,"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."}}