{"id":"W2897958594","doi":"10.2118/0718-0010-jpt","title":"Community Consensus: Volunteerism - Of Promoters and Promises","year":2018,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Marketing; Business; Public relations; Political science","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":[0.02814832,0.0006360024,0.0005588135,0.0015441,0.0202309,0.01326735,0.002468515,0.005898225,0.03448221],"category_scores_gemma":[0.06516872,0.0005790811,0.0007440031,0.001001142,0.02091417,0.01583339,0.0223775,0.01157001,0.005862067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005251446,"about_ca_system_score_gemma":0.01426162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382694,"about_ca_topic_score_gemma":0.007816255,"domain_scores_codex":[0.9731866,0.01749972,0.0004090478,0.002306724,0.003504303,0.003093687],"domain_scores_gemma":[0.9237812,0.02533226,0.003775192,0.00594129,0.01016721,0.03100281],"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":[0.0001234483,0.0001700205,0.00363312,0.0003305706,0.00004263356,0.0008720842,0.0974967,0.0002882656,0.0005534375,0.2862365,0.5000653,0.1101879],"study_design_scores_gemma":[0.00005534993,0.0000776395,0.00103996,0.000442535,0.00001417341,0.000259594,0.06866826,0.0006717047,0.0002304434,0.1354008,0.7930911,0.00004840246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03779172,0.004978162,0.02167039,0.5371483,0.01998063,0.0002827743,0.0001360787,0.0006852373,0.3773268],"genre_scores_gemma":[0.7371363,0.002705844,0.006276431,0.09699056,0.005227607,0.000531838,0.0001905314,0.001191265,0.1497496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03448221,"threshold_uncertainty_score":0.1488643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966366932161685,"score_gpt":0.3106913700607332,"score_spread":0.2910277007391163,"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."}}