{"id":"W4256414661","doi":"10.24036/perspektif.v3i3.285","title":"","year":2020,"lang":"","type":"article","venue":"Jurnal Perspektif","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001757783,0.0002221959,0.0002155577,0.001385737,0.002242357,0.002955035,0.0006533247,0.0006384907,0.04095166],"category_scores_gemma":[0.004850735,0.0001370231,0.0002169748,0.001610873,0.0008960079,0.002473331,0.001656655,0.0006908999,0.01028918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051471,"about_ca_system_score_gemma":0.004390529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093136,"about_ca_topic_score_gemma":0.005111011,"domain_scores_codex":[0.9982212,0.0004584435,0.0001038877,0.000253597,0.0006996708,0.0002631904],"domain_scores_gemma":[0.9973031,0.0005504125,0.0003147374,0.000208283,0.001277364,0.0003461094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001365877,0.001001908,0.08419894,0.001187637,0.00002450109,0.0009149997,0.08174316,0.0006404609,0.003065285,0.1906207,0.0836709,0.552795],"study_design_scores_gemma":[0.00001622911,0.0004022491,0.06292541,0.0009518689,0.00002336996,0.001021614,0.1437474,0.0008340998,0.00180345,0.0142597,0.7739752,0.00003945613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1993415,0.0006828919,0.02539528,0.006962662,0.000598081,0.001883519,0.001954664,0.0002446089,0.7629368],"genre_scores_gemma":[0.6378337,0.001692571,0.03011132,0.002458564,0.0001584851,0.002218915,0.002505641,0.0001231249,0.3228978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9590483,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443131955627214,"score_gpt":0.2044311577794927,"score_spread":0.1799998382232205,"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."}}