{"id":"W7150199374","doi":"10.64555/ekfvk466","title":"Finding Cackling and Canada Geese in the Central Valley","year":2005,"lang":"","type":"article","venue":"Central Valley Birds","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Population; Government (linguistics); Natural (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001251791,0.0003358581,0.0003837547,0.00009064793,0.0008818947,0.0002408516,0.0006426965,0.0002804621,0.001053292],"category_scores_gemma":[0.0008041453,0.0002857409,0.0001050024,0.0003863537,0.0003043645,0.0001608821,0.0001122574,0.0005659796,0.00002061841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009328248,"about_ca_system_score_gemma":0.002483614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.88923,"about_ca_topic_score_gemma":0.9760866,"domain_scores_codex":[0.9954377,0.0007091947,0.0006672614,0.0005822942,0.0007680091,0.00183547],"domain_scores_gemma":[0.9984409,0.0004611595,0.0002150333,0.0002869339,0.00009626818,0.0004997252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001922357,0.0008045591,0.3608005,0.0001515329,0.0002792279,0.000522082,0.4546646,0.002830946,0.0002529318,0.1082792,0.04830161,0.02292063],"study_design_scores_gemma":[0.002889877,0.0001037354,0.3214409,0.0001441449,0.0001680966,0.00004728999,0.04272791,0.005279804,0.00006572778,0.0005013904,0.62557,0.001061148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521438,0.00123883,0.0001228319,0.02138945,0.005333323,0.0007581662,0.00004209291,0.0000493123,0.01892216],"genre_scores_gemma":[0.991652,0.001640501,0.0002702744,0.002866025,0.002515755,0.000009723262,0.0000113242,0.00002617541,0.001008289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772684,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235054200010207,"score_gpt":0.2752821777443271,"score_spread":0.2517767577433064,"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."}}