{"id":"W2182318928","doi":"","title":"A Preliminary Study of Ant Diversity and of Ant Dependence on Dead Wood in Central Interior British Columbia 1","year":2010,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Nest (protein structural motif); ANT; Ecology; Dead wood; Geography; Diversity (politics); Species diversity; Biology; Biodiversity; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001164839,0.00005143965,0.0001643031,0.00003235808,0.0002052972,0.00007855389,0.0001032654,0.00002460768,0.00107936],"category_scores_gemma":[0.00002241113,0.00006282156,0.00002297877,0.00002019763,0.0001461851,0.0001121715,0.000290297,0.0001185108,8.394794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009819329,"about_ca_system_score_gemma":0.00001501132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1701201,"about_ca_topic_score_gemma":0.9427903,"domain_scores_codex":[0.9993921,0.00003273988,0.0001783698,0.000142891,0.0001327313,0.0001212022],"domain_scores_gemma":[0.9997095,0.00003018243,0.00006333459,0.00009346366,0.00006458165,0.00003897366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007019092,0.001332204,0.9614245,0.00004116244,0.00002821373,0.00004378115,0.03345148,2.853165e-7,0.0007837599,0.0006634442,0.0004169512,0.00174399],"study_design_scores_gemma":[0.000684508,0.001306958,0.9892306,0.00004882263,0.00001422004,0.000002388225,0.008071515,0.00003787014,0.000198988,0.0001984225,0.0001251432,0.00008061903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974734,0.0000075526,2.819536e-7,0.000009217221,0.0001725842,0.0002483971,0.00003688048,0.000006024624,0.002045644],"genre_scores_gemma":[0.998669,0.000008725257,0.000006008626,0.00001618154,0.00002378545,0.000002552257,7.285559e-7,0.000003402547,0.001269657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7726702,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185145130229001,"score_gpt":0.2204115209609311,"score_spread":0.198560069658641,"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."}}