{"id":"W6931579763","doi":"10.5281/zenodo.5140203","title":"Data from: Rearing and sampling methods for estimating spruce budworm development rates at constant temperatures","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Spruce budworm; Larva; Instar; Constant (computer programming); Protocol (science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854492,0.00130487,0.0006569195,0.002920212,0.001246397,0.0008088771,0.001464183,0.0007008728,0.02554644],"category_scores_gemma":[0.003058853,0.0006720527,0.0005761061,0.001958128,0.0004406495,0.0005573608,0.001032997,0.001073984,0.01648993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283937,"about_ca_system_score_gemma":0.001877381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900289,"about_ca_topic_score_gemma":0.02653718,"domain_scores_codex":[0.9965925,0.0004038082,0.0004477723,0.0005935941,0.001794426,0.0001679753],"domain_scores_gemma":[0.9966364,0.000394587,0.0005383635,0.0006801068,0.00157307,0.0001775422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002000964,0.001018981,0.07521717,0.002260202,0.0001883875,0.0004795147,0.001109637,0.003436028,0.4215533,0.002817167,0.05189294,0.4380255],"study_design_scores_gemma":[0.0003172038,0.00153493,0.2087572,0.0005581543,0.0002709606,0.0004741794,0.0003052274,0.007029803,0.3701844,0.001331511,0.4090005,0.0002358803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"dataset","genre_scores_codex":[0.1508043,0.001455521,0.5137535,0.0004258751,0.0004928519,0.01959279,0.2064585,0.009758514,0.0972582],"genre_scores_gemma":[0.1287928,0.001515994,0.6585601,0.0005716694,0.000140819,0.04246594,0.1024153,0.00267138,0.06286604],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02554644,"threshold_uncertainty_score":0.08546132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09619440350398095,"score_gpt":0.3505410980660307,"score_spread":0.2543466945620498,"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."}}