{"id":"W4388137353","doi":"10.1515/9781478027171","title":"Nimrods","year":2023,"lang":"fi","type":"book","venue":"","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.001472899,0.0007205064,0.0005168419,0.001628605,0.004146368,0.005984603,0.001406,0.002316117,0.403325],"category_scores_gemma":[0.005569246,0.0003984569,0.0004043358,0.00131433,0.001131908,0.003016922,0.003979483,0.002617532,0.1819277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317563,"about_ca_system_score_gemma":0.002994614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422307,"about_ca_topic_score_gemma":0.01160961,"domain_scores_codex":[0.9983379,0.0002373874,0.00007850778,0.0002899824,0.0008570535,0.0001991587],"domain_scores_gemma":[0.9983857,0.0002256661,0.0000900687,0.0002443395,0.0005012476,0.000552944],"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":[0.00006537653,0.00004534204,0.0003984413,0.0001190126,0.000003513624,0.0003472494,0.0005390219,0.00004002253,0.0003998023,0.03264362,0.8805618,0.0848367],"study_design_scores_gemma":[0.000001496883,0.000003237935,0.00009339725,0.00002063783,4.83714e-7,0.00005412325,0.00008526663,0.00001537107,0.00006002639,0.000576543,0.9990876,0.000001774934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002586488,0.003194218,0.001488501,0.01385538,0.01057728,0.000100766,0.001819214,0.001349434,0.9650288],"genre_scores_gemma":[0.007528342,0.001208198,0.0009544819,0.00365699,0.0007448653,0.00006295781,0.0006744569,0.0004941989,0.9846755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.403325,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372498124137916,"score_gpt":0.2382633949592907,"score_spread":0.2145384137179116,"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."}}