{"id":"W3104881981","doi":"10.3389/fenvs.2020.558956","title":"The Efficacy of Using SCB Guidelines to Facilitate Conservation Science-Faith Collaboration: Experiences in the Field","year":2020,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Faith; Work (physics); Public relations; Diversity (politics); Political science; Session (web analytics); Sociology; Engineering; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306533,0.0001063967,0.0001056579,0.00006547777,0.0004891178,0.00009391687,0.0009044561,0.00002524633,0.00006758625],"category_scores_gemma":[0.001018237,0.00006912908,0.00001826341,0.001962603,0.002271641,0.0004273701,0.0002457576,0.00008959907,0.00001525151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764827,"about_ca_system_score_gemma":0.00008591935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613354,"about_ca_topic_score_gemma":0.00009397794,"domain_scores_codex":[0.9980378,0.00005442734,0.0003535545,0.0003815037,0.0008366632,0.0003360749],"domain_scores_gemma":[0.9994308,0.0001631941,0.00009683945,0.0001988612,0.000007545917,0.00010281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002553648,0.0001702808,0.4086769,0.000007299392,0.000003564361,0.00000911556,0.0819338,0.08800935,0.3832899,0.0002081188,0.01602011,0.02141625],"study_design_scores_gemma":[0.001019991,0.0005439724,0.505803,0.00005943365,0.00001243288,0.000007178266,0.1015035,0.320835,0.04335042,0.0003199429,0.02597457,0.0005705336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875811,0.00005628467,0.007705322,0.003587772,0.0003718876,0.000342623,0.000008503331,0.000003945308,0.0003426111],"genre_scores_gemma":[0.9911042,0.00002408096,0.007454834,0.001366677,0.00001948639,0.00001405516,6.613523e-7,0.00000266142,0.00001330556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399394,"threshold_uncertainty_score":0.8369955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342257522979635,"score_gpt":0.2603569383876342,"score_spread":0.2269343631578378,"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."}}