{"id":"W4412229607","doi":"","title":"NICE Review Report Winter 2023: Green Hub Denmark","year":2023,"lang":"en","type":"report","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nice; Environmental science; Geography; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001250367,0.0007425613,0.0008656144,0.0002539259,0.0003049981,0.00004804124,0.0009906285,0.000392551,0.03768144],"category_scores_gemma":[0.0001654009,0.0007872687,0.000580663,0.001037933,0.0003354809,0.0005449087,0.001694143,0.0006862662,0.01495584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727589,"about_ca_system_score_gemma":0.0001708949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009298635,"about_ca_topic_score_gemma":0.003225554,"domain_scores_codex":[0.9945298,0.00007177268,0.001023115,0.0014252,0.002195241,0.0007548961],"domain_scores_gemma":[0.9970011,0.00006308802,0.001198665,0.001289002,0.00006296481,0.0003852097],"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":[0.00001438985,0.00006245797,0.02120359,0.0006334288,0.0001873301,0.003961754,0.00006055697,0.00001737007,0.00003019403,0.00002344218,0.971907,0.001898483],"study_design_scores_gemma":[0.0002666663,0.00006548668,0.02485709,0.001434347,0.0005132463,0.0002465581,0.000200246,0.00001165261,0.00001425851,0.00003834765,0.9715145,0.0008376085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005859269,0.001867988,0.00008219156,0.003238466,0.001741422,0.001680836,0.0001416763,0.0004294948,0.9849586],"genre_scores_gemma":[0.00153599,0.01809482,0.0002983554,0.004062983,0.0002226599,0.00003630391,0.001845111,0.0001852084,0.9737186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0227256,"threshold_uncertainty_score":0.9994578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0424171230889011,"score_gpt":0.2787082631253478,"score_spread":0.2362911400364467,"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."}}