{"id":"W6949867039","doi":"10.5281/zenodo.3790784","title":"Purpuricenus humeralis","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Nova Scotia Hospital; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Noise (video); Reflectivity; Focus (optics)","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":[0.0001079051,0.0005742756,0.0002200394,0.001209598,0.001167274,0.0003865223,0.0004801443,0.0002182419,0.01118884],"category_scores_gemma":[0.0002129663,0.0001429042,0.0001014164,0.0005962535,0.0004007625,0.0005307713,0.0007926335,0.0002428063,0.004734823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819714,"about_ca_system_score_gemma":0.00009860802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004207121,"about_ca_topic_score_gemma":0.007680921,"domain_scores_codex":[0.9999107,0.00001097745,0.000005767542,0.00003687809,0.00001683256,0.00001894776],"domain_scores_gemma":[0.9998997,0.00001265786,0.00003814582,0.00001322356,0.00002001837,0.00001613764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004011652,0.0002425946,0.04643417,0.0005766464,0.00006926399,0.001641127,0.001685137,0.0007453579,0.09204806,0.003369007,0.006766905,0.8460205],"study_design_scores_gemma":[0.00005523295,0.0005803618,0.5326754,0.0003461181,0.00007339822,0.009626192,0.001853921,0.0008948038,0.01719252,0.001531082,0.4351107,0.00006027103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6228415,0.006322736,0.005913952,0.000188313,0.0001713282,0.0001841793,0.001759697,0.0008483929,0.36177],"genre_scores_gemma":[0.9539356,0.001265072,0.003364509,0.0002531147,0.00007315402,0.00007202069,0.001556062,0.00005422654,0.0394262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118884,"threshold_uncertainty_score":0.03743041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029766426588591,"score_gpt":0.2262576285838098,"score_spread":0.1859599643179239,"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."}}