{"id":"W6894196312","doi":"10.5683/sp3/a6eai0","title":"Environics Environmental Monitor, 1990-2","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovative Research Group (Canada)","funders":"","keywords":"Public opinion; Sample (material); Telephone survey; Environmental research; Natural resource; Resource (disambiguation); Period (music); Environmental policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000338761,0.0007675568,0.0006265772,0.0003678584,0.0001873593,0.00009968989,0.001228691,0.0007816865,0.000318953],"category_scores_gemma":[0.00008535136,0.0008139029,0.0003064396,0.0002017556,0.0003061824,0.0001238351,0.000643464,0.0008774521,0.1019952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007939192,"about_ca_system_score_gemma":0.00007223112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.204818,"about_ca_topic_score_gemma":0.03710502,"domain_scores_codex":[0.9963386,0.0001663134,0.0005463425,0.0009285741,0.001159905,0.0008602825],"domain_scores_gemma":[0.996814,0.0001337423,0.0003791808,0.002352383,0.00000614739,0.0003145704],"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":[0.00002338166,0.0001624475,0.00001305905,0.00004228835,0.0001611719,0.0003287615,0.00001308497,0.00001330743,0.00005192567,0.000003448597,0.9989043,0.0002828539],"study_design_scores_gemma":[0.0003807844,0.00006339422,0.001527973,0.00004662805,0.000290718,0.0000233678,0.00003942565,0.00001048976,0.00003768746,0.00005042487,0.9967272,0.0008019256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001775349,0.0004454779,3.072462e-7,0.0000337768,0.0003246599,0.0004450337,0.9981665,0.0003734504,0.0001930601],"genre_scores_gemma":[0.000003143407,0.002082277,0.00003051003,0.00009964623,0.001006067,0.000164826,0.995841,0.0004130951,0.0003594043],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.167713,"threshold_uncertainty_score":0.9994312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687871497397257,"score_gpt":0.2524996484790662,"score_spread":0.2356209335050936,"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."}}