{"id":"W4376643943","doi":"10.1639/0007-2745-126.2.217","title":"Robert Root Ireland (1932–2020)","year":2023,"lang":"en","type":"article","venue":"The Bryologist","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Root (linguistics); Geography; Archaeology; Philosophy; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007280941,0.0000629685,0.0001008687,0.00001780701,0.001112702,0.00006511193,0.0003110408,0.00005622282,0.0001340397],"category_scores_gemma":[0.0004244444,0.00004274298,0.00005125495,0.0003954626,0.000710509,0.00004831962,0.0001076816,0.0001035285,0.00120739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002695062,"about_ca_system_score_gemma":0.00004017572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005907127,"about_ca_topic_score_gemma":0.007525954,"domain_scores_codex":[0.9990952,0.000129799,0.00009356649,0.0001343399,0.0001972242,0.0003498667],"domain_scores_gemma":[0.9995438,0.0002160006,0.00003146934,0.000133125,0.00003401611,0.00004162162],"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":[0.000005630849,0.0000101596,0.0120374,0.000002566864,0.0000150873,0.00004191543,0.002597758,0.000005916778,0.000008208268,0.001490133,0.9779688,0.005816451],"study_design_scores_gemma":[0.0001897918,0.00003631693,0.2736802,0.00001134858,0.00001783795,0.000006160498,0.006467033,0.00001508397,0.00001543514,0.004315043,0.715084,0.0001617165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.398213,0.0009940707,0.00001191858,0.04395467,0.001134158,0.0002035931,0.0000106656,0.0004973153,0.5549806],"genre_scores_gemma":[0.9573336,0.0006676216,0.00001272074,0.0003650622,0.0006458336,0.00001630839,0.000004523573,0.000005892423,0.0409485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5591205,"threshold_uncertainty_score":0.9995703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417912025530523,"score_gpt":0.3100336297706951,"score_spread":0.2858545095153899,"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."}}