{"id":"W3128002916","doi":"10.1080/17480930.2021.1875544","title":"Dr Raj Singhal","year":2021,"lang":"en","type":"article","venue":"International Journal of Mining Reclamation and Environment","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Sociology; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001368702,0.0006990196,0.0005670859,0.001393269,0.00197065,0.003278179,0.0009365483,0.002149074,0.1011836],"category_scores_gemma":[0.009022624,0.00037997,0.0004061644,0.0006944385,0.001021911,0.002128734,0.001551851,0.00595668,0.04301352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161633,"about_ca_system_score_gemma":0.004142674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283483,"about_ca_topic_score_gemma":0.006599859,"domain_scores_codex":[0.9983896,0.0002758898,0.00009453102,0.0004118663,0.0006508156,0.0001773547],"domain_scores_gemma":[0.9940323,0.0005892949,0.0003898018,0.0001907267,0.002873973,0.00192389],"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":[0.00007875511,0.00003988847,0.001568493,0.0001899743,0.000012303,0.0007839306,0.0002608353,0.00008162803,0.0005488223,0.003625324,0.9021315,0.09067853],"study_design_scores_gemma":[0.000009361344,0.00005906782,0.0008472418,0.0001321384,0.000007453692,0.005419347,0.0004829663,0.00008661656,0.0004164448,0.001193372,0.991321,0.00002509264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01161686,0.0800487,0.008473443,0.5772692,0.09747727,0.0002586286,0.001389143,0.00179189,0.2216749],"genre_scores_gemma":[0.07168112,0.06591629,0.004969254,0.1547936,0.023178,0.0001489371,0.0007300412,0.0006954081,0.6778874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8988164,"threshold_uncertainty_score":0.3384929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261407000452529,"score_gpt":0.2112227172202454,"score_spread":0.1986086472157201,"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."}}