{"id":"W7099690061","doi":"","title":"INDICATOR: ROCKWOOD, MICHIGAN CHRISTMAS BIRD COUNT– OVERWINTERING BIRD COUNT FLUCTUATIONS Background","year":2015,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overwintering; Census; Quarter (Canadian coin); Ornithology; Period (music)","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":[0.0004525845,0.00075026,0.0002676132,0.001733939,0.0005417797,0.001210153,0.001107635,0.0007326094,0.1201334],"category_scores_gemma":[0.00389213,0.0001653891,0.0001266475,0.002393534,0.0002395123,0.00113049,0.0007424856,0.0005687051,0.02560995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080469,"about_ca_system_score_gemma":0.0007148048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04106788,"about_ca_topic_score_gemma":0.07743121,"domain_scores_codex":[0.9994,0.00006704408,0.00004225773,0.0002024919,0.0002357509,0.00005234965],"domain_scores_gemma":[0.99737,0.0003315653,0.0008035803,0.0001219333,0.0008018201,0.0005710486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003028122,0.000142306,0.2611664,0.0003097576,0.00004587074,0.000159762,0.0002061977,0.0005453391,0.0004442881,0.001462651,0.5995091,0.1357055],"study_design_scores_gemma":[0.00002479493,0.0001395201,0.8172856,0.0001958238,0.00002904707,0.0003655578,0.0007152276,0.003504015,0.0005250215,0.001093632,0.1760887,0.00003312136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.279378,0.006343289,0.006425044,0.01762628,0.002316436,0.000633559,0.3411358,0.003469985,0.3426716],"genre_scores_gemma":[0.5955079,0.002424686,0.007324032,0.002128474,0.002042559,0.001020494,0.1375819,0.0006545542,0.2513155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1201334,"threshold_uncertainty_score":0.4018863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408287331607145,"score_gpt":0.2537702995613743,"score_spread":0.2196874262453028,"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."}}