{"id":"W4294191642","doi":"10.1002/ecy.3855","title":"Temperature–habitat interactions constrain seasonal activity in a continental array of pitfall traps","year":2022,"lang":"en","type":"article","venue":"Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Ecology; Habitat; Abundance (ecology); Seasonality; Biological dispersal; Pitfall trap; Ecosystem; Environmental science; Relative species abundance; Biology; Atmospheric sciences","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":[0.0004050153,0.0001794489,0.00021802,0.0006524841,0.0003073569,0.0006594643,0.0003283009,0.0001845736,0.0009983781],"category_scores_gemma":[0.001090428,0.000211704,0.0002240284,0.0007737557,0.0003049387,0.0003861269,0.0004745334,0.0001753071,0.0001834465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356767,"about_ca_system_score_gemma":0.0001428589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059796,"about_ca_topic_score_gemma":0.03441866,"domain_scores_codex":[0.9997311,0.00007502764,0.00001577924,0.0001055973,0.00003476624,0.00003775243],"domain_scores_gemma":[0.9989292,0.0003044373,0.0004288614,0.00008498556,0.0001427876,0.0001097465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000059633,0.00002319917,0.9895788,0.00001387495,0.00006752872,0.00001758513,0.0001917959,0.0005187118,0.006658902,0.00003504691,0.00007322697,0.002761631],"study_design_scores_gemma":[0.000001107508,0.00001842775,0.998121,0.000002800717,0.00001094664,0.00002428109,0.0001602902,0.001298311,0.0002512146,0.00001798051,0.00009101419,0.000002545509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994457,0.00002349013,0.0001647515,0.000003359991,6.393865e-7,0.00000173828,0.0001913146,0.000003069904,0.0001658775],"genre_scores_gemma":[0.9994285,0.00001247077,0.000237176,0.000003032391,8.844139e-7,0.000003164744,0.0002441298,0.00000230202,0.00006840409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059796,"threshold_uncertainty_score":0.02107251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391107726873804,"score_gpt":0.2459262578426314,"score_spread":0.2320151805738934,"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."}}