{"id":"W6894074390","doi":"10.5285/b088d4bd-4abb-46d4-bc90-f4e58c65f324","title":"Images of nocturnal insects collected in a trial of three automated camera systems on Barro Colorado Island, Panama, January 2023","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"Natural Environment Research Council","keywords":"Nocturnal; Data collection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006644717,0.001711362,0.0008766472,0.002600582,0.0008849718,0.001082402,0.001774869,0.001459459,0.02304488],"category_scores_gemma":[0.002079079,0.0004327538,0.0008080354,0.003244623,0.0003927718,0.0007579409,0.001265461,0.0009489495,0.02493601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366441,"about_ca_system_score_gemma":0.001476273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033397,"about_ca_topic_score_gemma":0.2514213,"domain_scores_codex":[0.9994591,0.00006040372,0.00004646152,0.0001596365,0.0001785486,0.0000957623],"domain_scores_gemma":[0.998822,0.0002457487,0.0001105709,0.0002503441,0.0004346669,0.0001365157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001032391,0.00004568628,0.002116056,0.0007417154,0.00004316359,0.0000438769,0.00006064941,0.0003493465,0.0004962951,0.0001715035,0.989454,0.006374409],"study_design_scores_gemma":[0.0002561042,0.00005506032,0.04980414,0.0005665801,0.00007521047,0.0001549498,0.000430767,0.001691586,0.001273625,0.0006865531,0.9449337,0.00007180726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000798404,0.0001071159,0.00007887797,0.00005616526,0.0000324807,0.00002160982,0.9976285,0.0004184353,0.0008584291],"genre_scores_gemma":[0.001070613,0.00004805483,0.0003387113,0.00001888006,0.000007270626,0.00004871922,0.9979373,0.0000399386,0.0004905834],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1033397,"threshold_uncertainty_score":0.2054763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614115464296981,"score_gpt":0.3277043630781001,"score_spread":0.2815632084351303,"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."}}