{"id":"W4402606362","doi":"10.1484/m.naa-eb.5.141754","title":"An Arctic Thread","year":2024,"lang":"en","type":"book-chapter","venue":"Brepols eBooks","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thread (computing); Arctic; Computer science; Oceanography; Geology; Programming language","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":[0.001296716,0.0005089859,0.0002842341,0.001394032,0.008666324,0.01057513,0.0007029417,0.001822422,0.01206951],"category_scores_gemma":[0.001890043,0.0002663095,0.0003005229,0.002337883,0.007258821,0.005112332,0.003944719,0.001713487,0.002063551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005176002,"about_ca_system_score_gemma":0.005220406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05579383,"about_ca_topic_score_gemma":0.09268559,"domain_scores_codex":[0.9988461,0.000343883,0.00004008927,0.0002230696,0.0003371021,0.0002097139],"domain_scores_gemma":[0.9993317,0.0002625779,0.00005453231,0.00007824939,0.000157947,0.0001149228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007187997,0.00001088015,0.00115666,0.0001445103,0.000005666245,0.0005779346,0.05632568,0.0001300108,0.0006628689,0.8744553,0.0140463,0.05241229],"study_design_scores_gemma":[0.000002016119,0.00001557573,0.0007107626,0.0003356934,0.00000620466,0.000341927,0.01756696,0.0001042912,0.0002975845,0.0197309,0.96088,0.000008053569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03800164,0.01213795,0.01214477,0.006420854,0.002469899,0.00004206022,0.0001143248,0.0001154861,0.9285531],"genre_scores_gemma":[0.4545852,0.01313747,0.009496739,0.002130626,0.0007894181,0.0000564512,0.0002317694,0.0004009124,0.5191714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05579383,"threshold_uncertainty_score":0.1109381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828140285071761,"score_gpt":0.2070806196480296,"score_spread":0.188799216797312,"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."}}