{"id":"W4402563092","doi":"10.1016/b978-0-323-99931-1.00290-7","title":"Lichenometry","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821431,0.0006273279,0.0004194953,0.001731596,0.0004512558,0.001380328,0.0005678607,0.0005269354,0.1026316],"category_scores_gemma":[0.0003280287,0.0002237383,0.0002351533,0.001611668,0.0005141326,0.001543795,0.00133876,0.0006864158,0.03764485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467555,"about_ca_system_score_gemma":0.0003398037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779552,"about_ca_topic_score_gemma":0.003543458,"domain_scores_codex":[0.9998111,0.00001368667,0.000009086896,0.00004752248,0.00009927173,0.00001931596],"domain_scores_gemma":[0.9999217,0.00001028712,0.000006287578,0.00001750854,0.00003097234,0.00001323739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003097508,0.00002497184,0.0006472878,0.0002638754,0.000006437835,0.00005321684,0.0001741342,0.0003839981,0.0128233,0.01867458,0.05239896,0.9145182],"study_design_scores_gemma":[0.000005023036,0.00004315939,0.008652488,0.0001617245,0.00001079118,0.0006064723,0.0002022691,0.0009905563,0.006315359,0.01028743,0.9727049,0.00001989539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01130707,0.01635701,0.02571967,0.0004883978,0.0004915536,0.00005657085,0.001415665,0.001407467,0.9427565],"genre_scores_gemma":[0.05532692,0.008269539,0.010287,0.000146386,0.0001459412,0.00006240383,0.001287653,0.0004292914,0.9240448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1026316,"threshold_uncertainty_score":0.3433368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764302238343402,"score_gpt":0.1997917132984391,"score_spread":0.1821486909150051,"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."}}