{"id":"W7095949268","doi":"","title":"25 Chapter 2 Sand Hill Arthropods in Canadian Grasslands","year":2013,"lang":"en","type":"article","venue":"","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predation; Burrow; Sand dune stabilization; Habitat; Fauna; Grassland","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":[0.000268341,0.0004176097,0.0002298575,0.0038706,0.004701046,0.002147036,0.0005933552,0.0003954291,0.01773818],"category_scores_gemma":[0.0003141973,0.0002106088,0.0003702749,0.004843113,0.0007298744,0.0003579413,0.0005607244,0.000364985,0.0008049764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01892208,"about_ca_system_score_gemma":0.01903183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742109,"about_ca_topic_score_gemma":0.994115,"domain_scores_codex":[0.9996928,0.00001163867,0.000007501284,0.00006251133,0.0001462364,0.00007937786],"domain_scores_gemma":[0.9997863,0.00001632648,0.00002280051,0.000005670881,0.0001202841,0.0000486713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002399502,0.0001146474,0.1691329,0.004473705,0.0001421467,0.0008902198,0.01524063,0.002080436,0.0144987,0.02221788,0.1443314,0.6266374],"study_design_scores_gemma":[0.000007227895,0.00003726612,0.4647492,0.0009076288,0.00006366978,0.0002608392,0.004929095,0.0002605979,0.0008080227,0.0007064597,0.5272294,0.00004068536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3278032,0.1960653,0.00245354,0.006240706,0.001352494,0.0005857073,0.01820773,0.0002237142,0.4470676],"genre_scores_gemma":[0.5566815,0.09887681,0.007890198,0.001621356,0.0003213719,0.0001478066,0.008548217,0.0000749855,0.3258377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02578914,"threshold_uncertainty_score":0.1372899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278603578132851,"score_gpt":0.179951497172107,"score_spread":0.1671654613907785,"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."}}