{"id":"W7111816127","doi":"","title":"SPATIAL AND SEASONAL PATTERNS OF GROUND BEETLE (COLEOPTERA: CARABIDAE) ACTIVITY ACROSS HABITATS AT THE MONT ST. HILAIRE BIOSPHERE RESERVE, QUEBEC","year":2017,"lang":"","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Biosphere; Ground beetle; Biodiversity; Climate change","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":[0.0002280555,0.0001315017,0.0002707503,0.001269351,0.001479465,0.0008349912,0.0006120982,0.0002717442,0.00682765],"category_scores_gemma":[0.0005078483,0.0001916148,0.0001616517,0.001926591,0.0005136551,0.000304507,0.0003346105,0.0002178736,0.0006982307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006887159,"about_ca_system_score_gemma":0.004733398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742498,"about_ca_topic_score_gemma":0.9952192,"domain_scores_codex":[0.9997832,0.00001573752,0.00000734727,0.00006021541,0.0000751035,0.00005839641],"domain_scores_gemma":[0.9991766,0.00006416084,0.0001195689,0.00002644924,0.000413963,0.000199353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001189544,0.00005706179,0.9568912,0.00006159098,0.00007431126,0.00011055,0.001792545,0.0002236594,0.002425136,0.00007969797,0.008513509,0.02965185],"study_design_scores_gemma":[0.000001447887,0.000005389557,0.9987829,0.000007431874,0.000003343396,0.00001328764,0.0003934863,0.0000911891,0.00003114042,0.000004057047,0.000663623,0.00000261438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874959,0.0005603643,0.0001452666,0.0002141974,0.00001339906,0.00002952376,0.007619163,0.00002304845,0.003899118],"genre_scores_gemma":[0.9833282,0.0004208242,0.0003572316,0.00006170463,0.000008131837,0.00001951884,0.003701473,0.00001644151,0.01208654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02575016,"threshold_uncertainty_score":0.05180359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194890129641499,"score_gpt":0.214520221905637,"score_spread":0.192571320609222,"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."}}