{"id":"W6960848531","doi":"10.1371/journal.pone.0276448.s003","title":"Complete set of black bear habitat use candidate models.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Akaike information criterion; Habitat; Vegetation (pathology); Camera trap; Data set; Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002815287,0.00006644908,0.0001034388,0.000005593095,0.0001591447,0.00002046277,0.0002024698,0.00002105181,0.05291456],"category_scores_gemma":[0.00002824797,0.00002638896,0.00005921148,0.000151893,0.000007338985,0.00007286725,0.0001452565,0.00007526307,0.00008834989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197293,"about_ca_system_score_gemma":0.000005723575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000056498,"about_ca_topic_score_gemma":0.0003144952,"domain_scores_codex":[0.9993991,0.00004127254,0.0001019307,0.0001456434,0.0001653056,0.0001467656],"domain_scores_gemma":[0.9997247,0.00008771399,0.00006615558,0.00004350791,0.00003230378,0.00004562844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005771044,0.00005544596,0.0006565194,0.00005571737,0.00002072396,0.00008173106,0.0001072642,0.002295746,0.2139722,0.00009431224,0.780646,0.00195663],"study_design_scores_gemma":[0.0001033832,0.0001366896,0.0457233,0.0001133277,0.000004958776,0.00001386575,0.0001945812,0.003225914,0.000336839,0.0001409699,0.9497962,0.0002099632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3138655,0.00008408153,3.874263e-8,0.0001071985,0.00001310789,0.0000746591,0.6853239,0.00001724288,0.0005142814],"genre_scores_gemma":[0.8493876,0.000004511278,0.00001604302,0.0001408243,0.00003785236,0.00002513716,0.1498546,6.333734e-7,0.0005327313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5355221,"threshold_uncertainty_score":0.9479512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08452751938895688,"score_gpt":0.2205494727232113,"score_spread":0.1360219533342544,"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."}}