{"id":"W4241650479","doi":"10.4033/iee.2010.3.6.c","title":"Presence-only data, pseudo-absences, and other lies about habitat selection","year":2010,"lang":"en","type":"article","venue":"Ideas in Ecology and Evolution","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Habitat; Selection (genetic algorithm); Geography; Ecology; Biology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02074787,0.0007898388,0.002129527,0.002258863,0.001654474,0.004006242,0.003279862,0.00304094,0.003966166],"category_scores_gemma":[0.09522868,0.000659078,0.001726601,0.002833202,0.01619226,0.02195463,0.002782954,0.005261811,0.0003183089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008561772,"about_ca_system_score_gemma":0.0004881365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006835479,"about_ca_topic_score_gemma":0.0006155801,"domain_scores_codex":[0.9907047,0.005666158,0.0005728104,0.001895275,0.0009404699,0.0002206223],"domain_scores_gemma":[0.8141183,0.1600426,0.006180203,0.01540602,0.002507611,0.001745357],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005798732,0.00008846405,0.01953929,0.0003539756,0.0003360697,0.0003721184,0.0009099199,0.01055821,0.0007905193,0.8934157,0.003324781,0.06973106],"study_design_scores_gemma":[0.00002869025,0.00004217917,0.001773004,0.00003307232,0.00003360865,0.0002721614,0.0001176382,0.008988863,0.0001779115,0.9869827,0.001520584,0.00002967016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.164212,0.007307742,0.7694252,0.03804406,0.00143717,0.00006818951,0.001833581,0.0002948233,0.01737723],"genre_scores_gemma":[0.9291162,0.002028501,0.056555,0.005830888,0.002997095,0.0001243596,0.0007016283,0.000119756,0.002526533],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9792521,"threshold_uncertainty_score":0.1097265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00890687340178905,"score_gpt":0.2347520606734885,"score_spread":0.2258451872716994,"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."}}