{"id":"W2911230029","doi":"10.1101/548982","title":"ICONIC MANAKINS AND DESPICABLE GRACKLES: COMPARING BIRD-RELATED CULTURAL ECOSYSTEM SERVICES ACROSS BIRDWATCHERS, FARMERS, AND URBANITES IN NORTHWESTERN COSTA RICA","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Killam Trusts; U.S. Forest Service; National Geographic Society","keywords":"Geography; Stakeholder; Socioeconomics; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006537535,0.0001490632,0.0001333246,0.0004703498,0.0005374697,0.0005507867,0.0001752942,0.000189898,0.001212901],"category_scores_gemma":[0.001162692,0.00008809258,0.0001138858,0.0003539714,0.0005905196,0.0003553832,0.0005757399,0.0002064935,0.00008364841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338066,"about_ca_system_score_gemma":0.0001907944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0305457,"about_ca_topic_score_gemma":0.1234795,"domain_scores_codex":[0.9998368,0.00007235678,0.0000100433,0.00002956853,0.00002338207,0.00002792863],"domain_scores_gemma":[0.9994026,0.0001442005,0.0002249642,0.00004678123,0.00008497614,0.00009653231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363657,0.00007536215,0.9649407,0.00005905373,0.00005159687,0.0001119513,0.02042487,0.0001062435,0.00387985,0.000112284,0.0001821344,0.009919621],"study_design_scores_gemma":[0.000001585546,0.00001993605,0.9858325,0.000007303463,0.000004320718,0.00001835214,0.01362358,0.0001077059,0.0001196037,0.00002426699,0.000238567,0.000002334207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995342,0.0000206156,0.00004121848,0.00001324626,5.169146e-7,0.000003258202,0.00002092849,6.028803e-7,0.0003653174],"genre_scores_gemma":[0.9997144,0.00002392918,0.00007807517,0.00001254726,7.644262e-7,0.00000577878,0.00003345789,7.267307e-7,0.0001302922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0305457,"threshold_uncertainty_score":0.06073582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166846243750815,"score_gpt":0.2637933298639088,"score_spread":0.2421248674264007,"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."}}