{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002661363,0.000545294,0.0005617399,0.00001733693,0.007040447,0.00141198,0.001247638,0.0004695837,0.001539314],"category_scores_gemma":[0.00008514568,0.0003107494,0.0003632282,0.0002082029,0.00221702,0.004306167,0.002562443,0.0004366387,0.0000804323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534604,"about_ca_system_score_gemma":0.0002066127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1687439,"about_ca_topic_score_gemma":0.3892585,"domain_scores_codex":[0.9970224,0.0002946107,0.0004305009,0.00097252,0.0005305405,0.0007494338],"domain_scores_gemma":[0.9980177,0.0001328591,0.0007228513,0.0005738106,0.0001370831,0.0004156831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007799485,0.0003131755,0.9268088,0.0001467945,0.00009815129,0.00008627417,0.0003631399,0.000003693114,0.00007135811,0.0001990873,0.0009684374,0.07016116],"study_design_scores_gemma":[0.001048314,0.0003683913,0.9786442,0.0001960761,0.00008182253,0.00001355149,0.0009793172,0.00009800691,0.001272957,0.00003003156,0.01672141,0.0005459021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697468,0.0007594501,0.00002125183,0.01074393,0.0008030553,0.000835333,0.01627453,0.00007258262,0.000743088],"genre_scores_gemma":[0.9980033,0.0003586426,0.00002938232,0.0002107641,0.0003830518,0.00001591175,0.0001150456,0.000001996974,0.0008818849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205147,"threshold_uncertainty_score":0.9999344,"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."}}