{"id":"W4407642809","doi":"10.33112/bio2023562","title":"Greinarger í kjölfar málþings um vistkerfisnálgun","year":2023,"lang":"is","type":"report","venue":"","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885809,0.0007960143,0.0005050248,0.001332264,0.00328213,0.006643375,0.001523801,0.002882336,0.1215827],"category_scores_gemma":[0.00367771,0.0003986153,0.0007903207,0.001777172,0.001701007,0.00317903,0.004065509,0.003860322,0.03002778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119418,"about_ca_system_score_gemma":0.01635167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2845238,"about_ca_topic_score_gemma":0.5621485,"domain_scores_codex":[0.998373,0.0001741474,0.00005448628,0.0002603188,0.0008007418,0.0003372429],"domain_scores_gemma":[0.9987056,0.0001624767,0.00009054065,0.0001149285,0.0006496374,0.000276775],"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":[0.0001251748,0.00006962581,0.003618653,0.0005435892,0.00003747083,0.0002936875,0.00288247,0.0006227177,0.00196507,0.09221035,0.7641324,0.1334988],"study_design_scores_gemma":[0.000002835368,0.000007699174,0.002250343,0.0001187891,0.000005463907,0.00002032753,0.0004908998,0.00006150139,0.0002958134,0.002038991,0.9946958,0.00001151242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01010195,0.01489485,0.006485956,0.06886993,0.008209079,0.0002129979,0.01070285,0.0008688746,0.8796535],"genre_scores_gemma":[0.03843755,0.005856609,0.005030243,0.007028202,0.0003812669,0.0001136485,0.004029903,0.0005463253,0.9385762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2845238,"threshold_uncertainty_score":0.5657353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09238184454013722,"score_gpt":0.3051613466094109,"score_spread":0.2127795020692737,"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."}}