{"id":"W7137482127","doi":"","title":"INVESTIGATION OF THE HABITAT AND CLIMATE DRIVERS OF COLLARED PIKA DISTRIBUTION AND VULNERABILITY","year":2025,"lang":"en","type":"other","venue":"SHAREOK (University of Oklahoma)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pika; Climate change; Habitat; Precipitation; Species distribution; Vulnerability (computing); Vulnerability assessment; Distribution (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0005519144,0.0002025008,0.0002882984,0.0007192917,0.0003916755,0.0006641222,0.0002782519,0.0001996851,0.0006425793],"category_scores_gemma":[0.001182526,0.0001770067,0.0004925553,0.0006777049,0.0003635535,0.0004618827,0.0007063376,0.0002813624,0.00008002365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097135,"about_ca_system_score_gemma":0.0003004914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009605772,"about_ca_topic_score_gemma":0.02397362,"domain_scores_codex":[0.9996855,0.0000861564,0.00002379629,0.000131001,0.00003347926,0.00004003971],"domain_scores_gemma":[0.9990631,0.0002515776,0.000413774,0.00008542814,0.0000963035,0.00008989392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002218457,0.00001050597,0.9944293,0.00001049647,0.00009797339,0.00005666351,0.000101201,0.001176976,0.002043036,0.00007733816,0.00002308225,0.001951183],"study_design_scores_gemma":[6.054108e-7,0.00001727369,0.9957458,0.00000170561,0.00001981453,0.0000634576,0.0001651969,0.00375556,0.00008495639,0.00008140925,0.00006088409,0.000003248956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992649,0.00005671008,0.000442018,0.00001460252,9.080611e-7,0.000001864081,0.000050519,0.000005342191,0.0001630677],"genre_scores_gemma":[0.9996393,0.00003331461,0.000216596,0.000006732346,0.000001615171,0.000002684754,0.00006124953,0.000001514292,0.00003692909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009605772,"threshold_uncertainty_score":0.01909971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155890981929634,"score_gpt":0.1982896203735524,"score_spread":0.186730710554256,"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."}}