{"id":"W2545005566","doi":"10.31542/j.ecj.64","title":"Echoes of Our Past","year":2012,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Argument (complex analysis); Civilization; History; Environmental ethics; Political science; Sociology; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008479077,0.0000454757,0.0001164679,0.00002990241,0.0005098371,0.00002507364,0.0001057799,0.00003409374,0.0001905362],"category_scores_gemma":[0.00003550217,0.00003442127,0.00006894246,0.00008416448,0.00004765352,0.0001318236,0.00001804453,0.0001522632,0.00004033174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008011023,"about_ca_system_score_gemma":0.00002861328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006902058,"about_ca_topic_score_gemma":0.0004342262,"domain_scores_codex":[0.9991833,0.000144053,0.0001415351,0.0000312119,0.0002359407,0.0002639918],"domain_scores_gemma":[0.9996328,0.00003384795,0.00009703203,0.0000566985,0.00005167955,0.0001278922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002263062,0.00009901491,0.8282276,0.000005209481,0.00005293629,0.000005851853,0.0695522,0.000006006512,0.00002486063,0.01084126,0.05526749,0.03589498],"study_design_scores_gemma":[0.0002321273,0.00005946031,0.09727004,0.00002389398,0.00001257981,0.00001758114,0.1058511,0.000001995471,0.00004665661,0.0005814888,0.7957978,0.0001052677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3518368,0.001686654,0.0002145432,0.004423046,0.003094926,0.00007787438,0.00000529814,0.00002315668,0.6386377],"genre_scores_gemma":[0.9958807,0.0002392222,0.0001718245,0.00003116345,0.001642787,3.511249e-7,2.216567e-7,0.000003092187,0.002030613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7405304,"threshold_uncertainty_score":0.3921306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715062934834263,"score_gpt":0.3124400324010891,"score_spread":0.2852894030527465,"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."}}