{"id":"W4388819718","doi":"10.5751/es-14190-280419","title":"Citizens’ attitudes toward the protection of flying squirrels in urban areas","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Climate, Infrastructure and Environment Executive Agency; European Commission","keywords":"Multinomial logistic regression; Geography; Cluster (spacecraft); Logistic regression; Socioeconomics; Environmental protection; Statistics; Sociology; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007469697,0.0001113665,0.0001202623,0.0004803801,0.0005154153,0.0006910603,0.0001383788,0.0003580028,0.002434185],"category_scores_gemma":[0.001705684,0.0001157845,0.0001987915,0.0005472262,0.0005416914,0.0003396484,0.0004158264,0.0002656076,0.0002859246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116469,"about_ca_system_score_gemma":0.0002554909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069627,"about_ca_topic_score_gemma":0.01869349,"domain_scores_codex":[0.9996244,0.0001186932,0.00003112534,0.00004706775,0.00009334749,0.00008549097],"domain_scores_gemma":[0.9985712,0.0003531383,0.0005519225,0.00006414521,0.0001708432,0.0002889025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004051529,0.00008206394,0.9899907,0.0000136368,0.00001154686,0.0001139996,0.005642747,0.00005936118,0.000445555,0.00004520248,0.0001456195,0.00340899],"study_design_scores_gemma":[0.0000024214,0.00008326906,0.9850103,0.00000797244,0.000006431844,0.00006170524,0.0142803,0.0001029934,0.0000974466,0.00001398687,0.0003296265,0.000003546802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995877,0.000007351062,0.000008421068,0.00002528096,8.836948e-7,0.000001389991,0.00001295944,3.904453e-7,0.0003556527],"genre_scores_gemma":[0.9996508,0.0000227001,0.00001912404,0.0000196863,0.000001782416,0.000002608768,0.00003024134,3.52703e-7,0.000252674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069627,"threshold_uncertainty_score":0.02126801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381034450532635,"score_gpt":0.2812305432727313,"score_spread":0.237420198767405,"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."}}