{"id":"W6884621401","doi":"10.11575/prism/40558","title":"Hemiptera of Alberta: Visual Guide to Common Terrestrial Families (Adults)","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; Terminology; Key (lock); Taxonomy (biology); Entomology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005028433,0.001477531,0.0006495416,0.002968762,0.001453398,0.001456013,0.001918502,0.0006168575,0.2124897],"category_scores_gemma":[0.0008523368,0.0008110738,0.0003864237,0.003527171,0.0004287008,0.001174569,0.0009846124,0.001032174,0.101978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003211423,"about_ca_system_score_gemma":0.005808686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.676145,"about_ca_topic_score_gemma":0.863755,"domain_scores_codex":[0.9997967,0.00001396232,0.00001034838,0.00002714088,0.0001075378,0.00004432535],"domain_scores_gemma":[0.9991509,0.00007453208,0.00003343797,0.00005638492,0.0005620879,0.0001227025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003246993,0.00002203791,0.0008231142,0.0002134545,0.000002684071,0.00006083691,0.0001498239,0.0001281512,0.001269879,0.0007488043,0.9321537,0.06439511],"study_design_scores_gemma":[0.000009156683,0.00000791266,0.004474605,0.000110294,0.000005004092,0.0000779879,0.0001139815,0.000080573,0.0002208049,0.000395606,0.9944944,0.000009689469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004666651,0.01449038,0.01715874,0.001987504,0.001741264,0.0008322074,0.253,0.014503,0.6916202],"genre_scores_gemma":[0.01396871,0.01405203,0.06048055,0.001843058,0.0002718877,0.0007186263,0.2280069,0.003708007,0.6769503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.323855,"threshold_uncertainty_score":0.7108488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164023620795376,"score_gpt":0.3404936732947408,"score_spread":0.3188534370867871,"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."}}