{"id":"W4392132479","doi":"10.31219/osf.io/exf42","title":"Results of the first aerial survey of Moose Management Area 92","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Aerial survey; Environmental resource management; Cartography; Environmental science","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":[0.0002249086,0.0001492286,0.0001264945,0.001123691,0.000437475,0.0004646024,0.0001723634,0.0001700053,0.003594258],"category_scores_gemma":[0.0006722612,0.00008255083,0.0001551807,0.0009291083,0.00007736639,0.0001851752,0.0003660573,0.0001633644,0.0009769943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005721625,"about_ca_system_score_gemma":0.0006037813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1993079,"about_ca_topic_score_gemma":0.4516086,"domain_scores_codex":[0.999773,0.00003345522,0.00001342855,0.00003575978,0.00009079365,0.00005356514],"domain_scores_gemma":[0.9994125,0.00005751679,0.00005448613,0.00004201931,0.0003716573,0.00006180049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693143,0.0001439025,0.8985803,0.0001014526,0.00007900057,0.0003791528,0.002933634,0.0005990634,0.005133868,0.0001643909,0.01421753,0.07749838],"study_design_scores_gemma":[0.000002162163,0.0000326624,0.9873941,0.00001437589,0.000008079031,0.00003024211,0.002038605,0.0002134234,0.0003628235,0.00001003408,0.009890574,0.000003044155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520481,0.0002146842,0.0006613465,0.0001341373,0.0000227186,0.0002181809,0.01870186,0.00006760088,0.02793131],"genre_scores_gemma":[0.9490927,0.000308121,0.002362789,0.00009710401,0.00001415681,0.0001975179,0.02390272,0.00002608203,0.02399888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993079,"threshold_uncertainty_score":0.3962956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748444737443949,"score_gpt":0.2632857000013826,"score_spread":0.2158012526269431,"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."}}