{"id":"W6925383432","doi":"10.18710/8yjftx","title":"Adaptive management and social-ecological recovery in Athabasca oil sands mine reclamation","year":2022,"lang":"en","type":"dataset","venue":"","topic":"Human Rights and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Land reclamation; Adaptive management; Surface mining; Survey data collection; Records management","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":[0.0008876421,0.000445625,0.0003595976,0.002725348,0.001262361,0.001319327,0.001560744,0.0006331435,0.01452433],"category_scores_gemma":[0.00354447,0.000268814,0.0004490731,0.00733683,0.0003505298,0.0005730434,0.001229969,0.0009018463,0.003156002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115045,"about_ca_system_score_gemma":0.01002112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950673,"about_ca_topic_score_gemma":0.9761445,"domain_scores_codex":[0.9995864,0.00007182132,0.00003265226,0.00007768632,0.0001221268,0.000109346],"domain_scores_gemma":[0.9978381,0.0004382699,0.0001847806,0.0002458475,0.0009819904,0.0003111036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002097816,0.000112043,0.06806505,0.001298785,0.0001019163,0.0001497429,0.002029294,0.001777569,0.000311127,0.003007851,0.9033926,0.01954427],"study_design_scores_gemma":[0.0001338439,0.00002228965,0.5280942,0.000800194,0.00005159533,0.00006644174,0.006074857,0.001818482,0.0003853106,0.00112111,0.4613419,0.00008984262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01290227,0.0001609972,0.0001110816,0.0003036155,0.00001707794,0.00005245668,0.9834448,0.00007424477,0.002933359],"genre_scores_gemma":[0.03432794,0.0002789869,0.0008486832,0.0001222935,0.000008436236,0.000453931,0.958259,0.00003901762,0.005661786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04932702,"threshold_uncertainty_score":0.099235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654041073379524,"score_gpt":0.2879552040812756,"score_spread":0.2514147933474803,"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."}}