{"id":"W6958167594","doi":"10.6084/m9.figshare.11499330.v1","title":"The Second Atlas of Breeding Birds of Vermont","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atlas (anatomy); Wildlife; Quarter (Canadian coin); Wildlife management","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001149189,0.00003416637,0.00007193198,0.0000023686,0.00005329547,0.000007324523,0.0003346138,0.00002764102,0.02177941],"category_scores_gemma":[0.00001411621,0.00002346179,0.00001955101,0.00006027574,0.0001632292,0.00007791194,0.0002816295,0.00004610277,0.0004728698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009848552,"about_ca_system_score_gemma":0.000006832905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431739,"about_ca_topic_score_gemma":0.0002771204,"domain_scores_codex":[0.9996455,0.00001418057,0.0001098696,0.00009236264,0.00006309587,0.00007494786],"domain_scores_gemma":[0.9997898,0.00003177282,0.00006304064,0.00008082287,0.000002316368,0.00003225675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000535335,0.00005208221,0.7289756,0.000002908492,0.00001017803,0.000006289803,0.001664075,0.00001444486,0.1720951,0.000006646418,0.003075446,0.09404378],"study_design_scores_gemma":[0.0002975218,0.0002517438,0.697798,0.000004680333,0.0000175405,0.000002431197,0.0004949673,0.00004814029,0.2256896,0.00002627215,0.07529589,0.00007324148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717071,0.000007614613,0.000003774782,0.0003497626,0.00002925872,0.0001005862,0.000007140037,2.6481e-7,0.02779452],"genre_scores_gemma":[0.9972432,0.000001277099,0.0003978937,0.0000382064,0.00000717282,0.000001901264,4.945509e-7,0.00000241238,0.002307398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09397053,"threshold_uncertainty_score":0.9791148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707186230348642,"score_gpt":0.2699909883161227,"score_spread":0.2329191260126363,"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."}}