{"id":"W4234743817","doi":"10.7551/mitpress/9780262036511.001.0001","title":"The Unreliable Nation","year":2017,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Natural (archaeology); Political science; Identity (music); Political economy; History; Environmental ethics; Geography; Media studies; Sociology; Law; Aesthetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104133,0.0005425471,0.000339934,0.001067141,0.008771021,0.009667399,0.0008777492,0.001322873,0.01199374],"category_scores_gemma":[0.003678799,0.0002604259,0.0001964627,0.001710386,0.0166633,0.006964729,0.004205749,0.002985909,0.002485953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009221669,"about_ca_system_score_gemma":0.00847266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.085376,"about_ca_topic_score_gemma":0.1109791,"domain_scores_codex":[0.9982815,0.000565022,0.00003904519,0.000226864,0.0005803677,0.000307251],"domain_scores_gemma":[0.9984951,0.0005686182,0.0001357115,0.0002528949,0.0003482306,0.0001993942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008448168,0.000003213374,0.0004570913,0.00004530813,0.000003307915,0.0001431083,0.01022702,0.0001444062,0.00009535003,0.9120709,0.05860453,0.01819728],"study_design_scores_gemma":[0.000001365775,0.000004297649,0.0003414124,0.0001079517,0.000003482893,0.00008879763,0.004534068,0.00006504601,0.00006453694,0.03471978,0.9600638,0.000005495792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009646678,0.01529885,0.004646782,0.03008229,0.001700286,0.00001988273,0.0001738452,0.0001010312,0.9383304],"genre_scores_gemma":[0.448906,0.03002785,0.002834967,0.01227479,0.001150482,0.00008648592,0.0002504333,0.0003600719,0.5041088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.085376,"threshold_uncertainty_score":0.1697581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131618964866478,"score_gpt":0.2656195581580916,"score_spread":0.2243033685094268,"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."}}