{"id":"W7112919284","doi":"","title":"INSECT COLLECTIONS FROM POLAR BEAR PROVINCIAL PARK, ONTARIO, WITH NEW RECORDS","year":2011,"lang":"","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect; Polar; Biodiversity; Taxonomy (biology)","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":["insufficient_payload"],"category_scores_codex":[0.0002058374,0.0008004688,0.0007231539,0.000208443,0.003527336,0.001154173,0.001657492,0.000734926,0.04233671],"category_scores_gemma":[0.00008224913,0.0004722181,0.0004248697,0.002554784,0.001388692,0.005940757,0.0008503837,0.001266972,0.001816287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381607,"about_ca_system_score_gemma":0.00294436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6029343,"about_ca_topic_score_gemma":0.5508012,"domain_scores_codex":[0.9949922,0.0004149771,0.0006409413,0.001580264,0.001055919,0.001315725],"domain_scores_gemma":[0.9972885,0.0001362685,0.0003683428,0.0004738107,0.0001488355,0.00158421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002047532,0.0007234982,0.9335837,0.00002005513,0.0002987474,0.0006010021,0.002778793,0.000001182788,0.0001406686,0.0002861645,0.05618642,0.003332229],"study_design_scores_gemma":[0.001225543,0.002267868,0.8667486,0.0001390987,0.0001315965,0.00003520749,0.0009167087,0.000005755868,0.001022731,0.0003401465,0.1262149,0.0009518726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391785,0.0003759671,0.00004167077,0.002191672,0.001339443,0.001483412,0.004574688,0.0004371848,0.05037752],"genre_scores_gemma":[0.9263424,0.0005705784,0.00749915,0.001718424,0.001888081,0.0000356418,0.000215968,0.00001642926,0.06171333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0700285,"threshold_uncertainty_score":0.9998827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013018670323685,"score_gpt":0.1884031702924723,"score_spread":0.1382729835892354,"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."}}