{"id":"W1832607041","doi":"10.22621/cfn.v121i3.467","title":"\"The Macrolichens of New England\" by James W. Hinds and Patricia L. Hinds. 2007. [book review]","year":2007,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004648369,0.0001546288,0.0001927991,0.00006077502,0.0009398933,0.0001146617,0.0002824377,0.00006845019,0.001867142],"category_scores_gemma":[0.0001326131,0.00008605648,0.00009497833,0.00006815729,0.0003195339,0.00007561024,0.00003181022,0.0003134252,0.00001630894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261871,"about_ca_system_score_gemma":0.00007627869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3506067,"about_ca_topic_score_gemma":0.7595478,"domain_scores_codex":[0.9990389,0.00004492244,0.0002430492,0.000148995,0.0001484578,0.0003756584],"domain_scores_gemma":[0.9990154,0.0003325169,0.0001022727,0.0002852015,0.00008884328,0.0001757669],"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":[0.00001326054,0.000002912962,0.0001244351,0.00004719073,0.00005932743,0.000009461637,0.01472475,1.793687e-8,0.000001453304,0.00839451,0.9601687,0.01645402],"study_design_scores_gemma":[0.0002138346,0.00002376908,0.0003186753,0.000078729,0.00005780342,0.000005992204,0.001401687,5.634009e-7,0.00004855539,0.0003421397,0.997379,0.0001292688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008505618,0.7310567,0.000001403828,0.07338574,0.001077551,0.0004787389,0.0002033529,0.00004027205,0.1852507],"genre_scores_gemma":[0.6800493,0.02959394,0.00001369966,0.1227865,0.002358269,0.00001265389,0.0000565718,0.00003502605,0.1650941],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7014627,"threshold_uncertainty_score":0.9990453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070984333660643,"score_gpt":0.2256437392430357,"score_spread":0.2149338959064293,"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."}}