{"id":"W2084735700","doi":"10.1371/journal.pone.0065408","title":"Citizen Science Reveals an Extensive Shift in the Winter Distribution of Migratory Western Grebes","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Geography; Abundance (ecology); Population; Ecology; Fishery; Stock assessment; Biology; Fishing; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282314,0.00006005987,0.00009751314,0.00001738495,0.00007621864,0.00001512441,0.0003268618,0.00003881805,0.0005574972],"category_scores_gemma":[0.00005089385,0.00004208472,0.00001505864,0.000165898,0.0007367062,0.0003775356,0.00008266146,0.00009130874,0.0003969518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005479378,"about_ca_system_score_gemma":0.000007369353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009255877,"about_ca_topic_score_gemma":0.0004150099,"domain_scores_codex":[0.9992064,0.00006469306,0.0001329215,0.0001776741,0.00023684,0.0001815268],"domain_scores_gemma":[0.9996347,0.00003328624,0.00005327719,0.0002208412,0.00001611606,0.00004182348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002853199,0.000419725,0.9503867,0.000002645881,0.000001560746,0.000002229143,0.0007106942,6.097526e-7,0.04822848,0.000006677487,0.00008705005,0.0001507963],"study_design_scores_gemma":[0.00007936138,0.00009534132,0.9888627,0.00002081023,0.00001341896,0.000001139928,0.000202843,0.000006559183,0.01024744,0.0004125352,0.0000030353,0.00005481153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990845,0.000006719755,0.000008583424,0.0004516894,0.00001326308,0.0002544379,0.000008852921,0.000007850875,0.0001641175],"genre_scores_gemma":[0.9995079,0.000001394079,0.00006023031,0.0002841371,0.00001144991,0.00003284725,0.00000551197,0.000002845419,0.00009369425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03847602,"threshold_uncertainty_score":0.6104203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719758616488903,"score_gpt":0.235493365083001,"score_spread":0.208295778918112,"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."}}