{"id":"W2275869309","doi":"10.1080/02646811.2013.11435319","title":"Consultation, the Way Forward","year":2013,"lang":"en","type":"article","venue":"Journal of Energy & Natural Resources Law","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Convention; Public relations; Political science; Latin Americans; Key (lock); International law; Business; Law; Public administration; Psychology; Computer science; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0001781841,0.000123771,0.0001646085,0.00007685652,0.0001121367,0.0001103777,0.0003091354,0.00005236277,0.0001029504],"category_scores_gemma":[0.00005245732,0.00006724397,0.0001232071,0.0001436553,0.00008052873,0.0001162978,0.00003297642,0.000267576,0.00002044152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000034308,"about_ca_system_score_gemma":0.000004006077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006362053,"about_ca_topic_score_gemma":0.00001521031,"domain_scores_codex":[0.9990513,0.00004040536,0.0003417644,0.00006426552,0.0003038945,0.0001984147],"domain_scores_gemma":[0.9993284,0.0001810035,0.0001278172,0.0001377952,0.0001450225,0.00008000118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097013,0.00009730482,0.0002775174,0.0001456413,0.001826126,0.0001227188,0.009558884,0.3252322,0.01049943,0.1122512,0.3655894,0.1742899],"study_design_scores_gemma":[0.0003610639,0.00004629164,0.000777323,0.00004582695,0.00003630752,0.00005148913,0.0006799577,0.007994919,0.0009492276,0.00037406,0.9885629,0.0001206683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866233,0.009443662,0.0006476038,0.001895223,0.00103853,0.00008414689,0.000001112947,0.00009336076,0.1001731],"genre_scores_gemma":[0.9957379,0.0001271946,0.0002831929,0.0005518622,0.0003924528,0.000003961633,9.763195e-7,0.00001937133,0.002883115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6229734,"threshold_uncertainty_score":0.274213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004499709810857002,"score_gpt":0.1859404102583669,"score_spread":0.1814407004475098,"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."}}