{"id":"W3154503471","doi":"10.4138/atlgeol.2021.003","title":"Carboniferous palynoevents in the circum-Arctic region","year":2021,"lang":"en","type":"article","venue":"Atlantic Geology","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitetet i Bergen","keywords":"Carboniferous; Palynology; Geology; Arctic; Paleontology; The arctic; Physical geography; Oceanography; Geography; Pollen; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002055846,0.0001458783,0.0001199405,0.00270721,0.0007851828,0.0005413404,0.0001287175,0.00008995461,0.001178999],"category_scores_gemma":[0.0003499201,0.00008274779,0.00008061717,0.002213985,0.0002118421,0.0002502586,0.0003230962,0.0001204324,0.0001868698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004353603,"about_ca_system_score_gemma":0.0006752142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07458213,"about_ca_topic_score_gemma":0.3264543,"domain_scores_codex":[0.9999036,0.00001114651,0.00001151503,0.00002430565,0.00001875068,0.00003064553],"domain_scores_gemma":[0.9995857,0.00004713218,0.0001394677,0.00001773449,0.0001461959,0.00006386923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328351,0.00001775557,0.9404665,0.0001618864,0.00005618871,0.0004396317,0.003673087,0.0002224939,0.004502662,0.0005747711,0.0004605407,0.04929165],"study_design_scores_gemma":[8.228251e-7,0.00001148291,0.9943671,0.00002857769,0.0000092033,0.0001712622,0.0007333704,0.00005855038,0.0002425967,0.00003105944,0.004344287,0.000001740878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994709,0.001183345,0.00007756632,0.00001647763,0.000003610182,0.000003711502,0.0008986711,0.000006132791,0.0031016],"genre_scores_gemma":[0.9946492,0.001601695,0.0004046662,0.00001073416,0.000006446287,0.000007724819,0.001663893,0.000006712476,0.0016489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07458213,"threshold_uncertainty_score":0.148296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742964815986846,"score_gpt":0.2071732675134305,"score_spread":0.179743619353562,"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."}}