{"id":"W2990063260","doi":"10.5751/ace-01467-140217","title":"Model transferability and implications for woodland management: a case study of Pinyon Jay nesting habitat","year":2019,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Mexico Department of Game and Fish; U.S. Department of Defense","keywords":"Woodland; Nesting (process); Habitat; Transferability; Ecology; Geography; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01050762,0.0007600895,0.0006624594,0.0007721187,0.001454129,0.001753194,0.002427795,0.001913809,0.005218482],"category_scores_gemma":[0.04487633,0.0003840862,0.001025345,0.0006275241,0.001579306,0.003384777,0.002361582,0.002523034,0.0002556084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215229,"about_ca_system_score_gemma":0.001511039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02588259,"about_ca_topic_score_gemma":0.02082308,"domain_scores_codex":[0.9973719,0.002067483,0.00008494253,0.000188057,0.0001178709,0.0001698532],"domain_scores_gemma":[0.9600387,0.03502971,0.001584832,0.001815625,0.0008596305,0.0006715538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007161889,0.000927784,0.08233421,0.0001402049,0.0002697303,0.001091407,0.001819049,0.8651202,0.00136949,0.02206472,0.002471796,0.02167512],"study_design_scores_gemma":[0.00008977531,0.0002505865,0.005262624,0.00003841061,0.00008509002,0.0001498046,0.001067305,0.9666012,0.0004878314,0.02512511,0.0008046413,0.00003763824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489537,0.0001902329,0.04091125,0.002522448,0.00004884216,0.0001737017,0.0002617737,0.0002007891,0.006737378],"genre_scores_gemma":[0.9883142,0.0000509717,0.0106574,0.0001115639,0.00001041451,0.0000981697,0.0001041935,0.00005424901,0.0005990255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02588259,"threshold_uncertainty_score":0.0555703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067957442274457,"score_gpt":0.2497619013783278,"score_spread":0.2290823269555833,"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."}}