{"id":"W7100599142","doi":"","title":"ORIGINAL PAPER The fall migration flyways of monarch butterflies in eastern North America revealed by citizen scientists","year":2008,"lang":"en","type":"article","venue":"","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flyway; Bird migration; Ideal (ethics); Citizen science; Representation (politics)","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":[0.0003368282,0.0001005703,0.0001222851,0.0008594205,0.001341373,0.0006511661,0.0001928828,0.0002831357,0.002498655],"category_scores_gemma":[0.0008308942,0.00009945007,0.00009773488,0.00102424,0.0004661284,0.0004667902,0.0006360503,0.00027602,0.0002361603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009981747,"about_ca_system_score_gemma":0.0008797894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1499153,"about_ca_topic_score_gemma":0.4477573,"domain_scores_codex":[0.999861,0.00002284627,0.000007181525,0.00003801701,0.00003403653,0.00003689229],"domain_scores_gemma":[0.9993801,0.0001040117,0.00017791,0.0000743464,0.0001527026,0.0001109315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065525,0.0000284197,0.9287251,0.00007521086,0.0000260851,0.0005236977,0.03493898,0.00009229231,0.005555304,0.0002532998,0.008118266,0.02155682],"study_design_scores_gemma":[0.000001863379,0.00002261025,0.9479898,0.00002975662,0.000006431646,0.0001199179,0.03601424,0.00006900054,0.0003057613,0.00005905115,0.0153741,0.000007475262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934735,0.00008137496,0.00009643566,0.0004162706,0.0000104012,0.0000116958,0.001398252,0.00001040166,0.004501544],"genre_scores_gemma":[0.992968,0.0001981579,0.0005049034,0.0003822194,0.00002621205,0.00004433531,0.001608112,0.000007231566,0.004260899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499153,"threshold_uncertainty_score":0.2980853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245558675695702,"score_gpt":0.2325361368391394,"score_spread":0.2100805500821823,"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."}}