{"id":"W6930403935","doi":"10.5281/zenodo.12296198","title":"manly hall pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treasure; League; Download; State (computer science); SAINT","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":["insufficient_payload"],"category_scores_codex":[0.0006163148,0.001456497,0.001044066,0.002309292,0.002146988,0.008429454,0.001877496,0.001795225,0.9264239],"category_scores_gemma":[0.003231623,0.0007686771,0.0009926794,0.001771355,0.0007447969,0.006201639,0.003195674,0.002649456,0.889581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308707,"about_ca_system_score_gemma":0.001414932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728555,"about_ca_topic_score_gemma":0.006071235,"domain_scores_codex":[0.9992871,0.00004554959,0.00002897029,0.0001126965,0.0004287522,0.00009704726],"domain_scores_gemma":[0.9977252,0.0002107745,0.00006850211,0.0002762046,0.00110125,0.0006180257],"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":[0.00003584345,0.00003015928,0.00003810726,0.0001166087,0.000001697496,0.00005127947,0.000041853,0.00003316435,0.0004228241,0.001788409,0.9572359,0.04020413],"study_design_scores_gemma":[0.000007786667,0.00001296092,0.0001322474,0.00003376493,0.000001527604,0.00005300123,0.00004620606,0.00002818879,0.0002488707,0.0003927667,0.9990367,0.000006125971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002891703,0.0004402635,0.001098492,0.0009377924,0.002530503,0.0001283044,0.002448733,0.004978987,0.9871477],"genre_scores_gemma":[0.0008084333,0.0002839473,0.0003585258,0.0003511217,0.0002909871,0.0000281419,0.0008482256,0.001342785,0.9956878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07357609,"threshold_uncertainty_score":0.1049473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894627879610189,"score_gpt":0.240016828837442,"score_spread":0.2010705500413401,"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."}}