{"id":"W2943399342","doi":"10.29173/bluejay21","title":"Celebrating Nature Saskatchewan's Volunteer Stewards","year":2018,"lang":"en","type":"article","venue":"Blue Jay","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volunteer; Political science; Library science; Biology; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009129303,0.0001283413,0.000102857,0.00001456303,0.0001970656,0.000005622583,0.0002026128,0.0001088474,0.009057032],"category_scores_gemma":[0.00000820073,0.0001040947,0.00005997122,0.0001137109,0.001787331,0.0001124495,0.0001786281,0.0002090405,0.006810741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215209,"about_ca_system_score_gemma":0.00001255351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002588438,"about_ca_topic_score_gemma":0.0002484089,"domain_scores_codex":[0.999003,0.00003010343,0.0001144441,0.0003025941,0.0003099405,0.0002399479],"domain_scores_gemma":[0.9995936,0.000016577,0.00006287467,0.0002213509,0.000002982099,0.0001026261],"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":[0.00008839179,0.0004373222,0.06022482,0.00001957789,0.00005348621,0.00006704192,0.02119287,0.0002514839,0.1035852,0.0001200508,0.7717252,0.04223458],"study_design_scores_gemma":[0.000187051,0.0001456318,0.03189483,0.00001178555,0.00001028103,0.00002127896,0.002872915,0.0002093498,0.005161628,0.00006910689,0.9591381,0.0002780358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996882,0.000124774,0.000312113,0.0003092823,0.0003549796,0.00009808293,0.000005566704,0.00005647831,0.09905045],"genre_scores_gemma":[0.9460572,0.000004678634,0.002130263,0.001817662,0.0003092607,0.000007590886,0.000004324485,0.00001863845,0.04965037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1874129,"threshold_uncertainty_score":0.9939626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003811097872929355,"score_gpt":0.1994348128224492,"score_spread":0.1956237149495199,"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."}}