{"id":"W7075609180","doi":"","title":"Carabid beetle assemblages (Coleoptera, Carabidae) across urban-rural gradients : an international comparison","year":2002,"lang":"en","type":"article","venue":"Työväentutkimus Vuosikirja","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Ectotherm; Species richness; Predation; Ecosystem; Vegetation (pathology)","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":[0.0002826702,0.0001618867,0.0001484899,0.001301997,0.0004709453,0.000391629,0.0001713812,0.0001517917,0.001569599],"category_scores_gemma":[0.0005349322,0.0001139485,0.0001017602,0.0009246653,0.0004428217,0.0003012889,0.000438203,0.0001212808,0.0001865661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892099,"about_ca_system_score_gemma":0.0001851604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0249714,"about_ca_topic_score_gemma":0.08686332,"domain_scores_codex":[0.9997943,0.00003768464,0.00001251599,0.0000736403,0.00002526738,0.00005664238],"domain_scores_gemma":[0.9996133,0.00005406927,0.00009484911,0.00004091288,0.0001152188,0.00008157289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003542877,0.00004917368,0.9659221,0.00009822995,0.0001201094,0.0001528818,0.005332318,0.0001085562,0.005181639,0.0002005663,0.0002260546,0.0222542],"study_design_scores_gemma":[0.000002739527,0.00003827313,0.9978172,0.000005979352,0.00001361364,0.0001210822,0.001303797,0.0000209165,0.0001622695,0.00001051131,0.0005013751,0.000002259673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999164,0.0002006804,0.00003829848,0.000006438808,0.000001229155,0.00000250673,0.00008938169,0.000001026107,0.0004964892],"genre_scores_gemma":[0.9992829,0.00014819,0.00006983426,0.000006523528,0.000001432638,0.00000262973,0.0002468342,0.000001393853,0.0002403094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0249714,"threshold_uncertainty_score":0.0496521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03045343690174869,"score_gpt":0.2808895697807022,"score_spread":0.2504361328789535,"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."}}