{"id":"W1558154364","doi":"","title":"Birds of a Feather: Some Fundamentals on the Archives–Ecology Paradigm","year":2007,"lang":"en","type":"article","venue":"Archivaria","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feather; Ecology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008783935,0.00009550485,0.0001280985,0.000101865,0.0002032038,0.00001026041,0.0003075023,0.00003682851,0.00213646],"category_scores_gemma":[0.0002067035,0.00005335219,0.00007052192,0.0001363981,0.0004819421,0.00005098167,0.00003408503,0.0002771807,0.0002657512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000246493,"about_ca_system_score_gemma":0.00003739521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007492597,"about_ca_topic_score_gemma":0.0003371286,"domain_scores_codex":[0.9987118,0.0002542973,0.0001864721,0.000187671,0.0002352254,0.0004244938],"domain_scores_gemma":[0.9970138,0.002576016,0.00006269262,0.0002056007,0.0000047073,0.0001371703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001142989,0.00004571615,0.1307826,0.00001422877,0.000055092,0.00003521125,0.0008482263,0.0001727501,0.001916285,0.5234735,0.0001847978,0.3413287],"study_design_scores_gemma":[0.0001155195,0.0006803882,0.5243717,0.000005461925,0.00000193981,0.000007016521,0.00003450158,0.0003086184,0.0009279442,0.4712509,0.002247548,0.00004838598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833935,0.0001517332,0.005168277,0.004052966,0.0002014217,0.0006113603,0.00005918845,0.00004925841,0.1557708],"genre_scores_gemma":[0.9979413,0.00006700623,0.001007634,0.0005971246,0.0001045081,0.000002861139,0.00001484093,0.000002708563,0.0002620902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3935892,"threshold_uncertainty_score":0.9987757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060366754350612,"score_gpt":0.260081688854447,"score_spread":0.2294780213109409,"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."}}