{"id":"W6923376464","doi":"10.1371/journal.pone.0294846.s002","title":"Fixed effect structure of the most parsimonious logistic regression models used to describe feeding site selection by female migratory caribou of the RFH at each biweekly period in northern Québec, Canada.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terrain; Habitat; Logistic regression; Site selection; Selection (genetic algorithm); Period (music); Abundance (ecology); Regression analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001689067,0.0001076078,0.0001674474,0.00005668381,0.0004160229,0.00002086992,0.0003937689,0.0001330447,0.0004763968],"category_scores_gemma":[0.003470943,0.00006641669,0.00004840885,0.001226819,0.0000444265,0.00005279214,0.0001461216,0.000179308,0.000002153789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004786366,"about_ca_system_score_gemma":0.0009356021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5464041,"about_ca_topic_score_gemma":0.9933746,"domain_scores_codex":[0.998777,0.0002884893,0.0001740701,0.0001885679,0.0003516006,0.0002202189],"domain_scores_gemma":[0.9990649,0.0003750592,0.0001715491,0.0002247514,0.0001248002,0.00003900515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002042972,0.00002236336,0.7245456,0.0002230357,0.00002164133,0.000001695173,0.02983609,0.003825867,0.02634611,0.000031531,0.2130276,0.002098033],"study_design_scores_gemma":[0.0008676295,0.0002064881,0.6890588,0.005102741,0.00008103529,0.000003292061,0.04636203,0.002998456,0.2053782,0.0005390123,0.04840957,0.0009927809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858212,0.0001945173,5.684402e-7,0.001468497,0.0001247916,0.0004008168,0.01188411,0.00004802036,0.00005749449],"genre_scores_gemma":[0.9990269,0.00000201927,0.00002437954,0.00004165958,0.00002195193,0.00004489181,0.0005551634,0.00001079927,0.0002722395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4469705,"threshold_uncertainty_score":0.5216212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05908319447397291,"score_gpt":0.3141482171146299,"score_spread":0.255065022640657,"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."}}