{"id":"W6963951748","doi":"10.25334/kat1-8g70","title":"Pollinating Insects of Alberta: Visual Guide to Common Terrestrial Orders (Adults)","year":2024,"lang":"en","type":"article","venue":"QUBES","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollination; Terminology; Key (lock); Entomology; Insect","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":[],"consensus_categories":[],"category_scores_codex":[0.000167937,0.00006879331,0.00009707193,0.00009580449,0.00004229351,0.00002506456,0.0001158033,0.0000494208,0.0005886951],"category_scores_gemma":[0.0001036748,0.00005751797,0.00003335032,0.0002449729,0.00003146921,0.0000680126,0.00001901268,0.000073463,0.0005137303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503573,"about_ca_system_score_gemma":0.00004728835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599738,"about_ca_topic_score_gemma":0.001301397,"domain_scores_codex":[0.9993193,0.00004337421,0.0001852977,0.0001896808,0.0001067547,0.000155645],"domain_scores_gemma":[0.9995328,0.0002921906,0.00002703939,0.00008269892,0.00001357363,0.00005173603],"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":[0.001194619,0.000790867,0.1203906,0.0002247424,0.0001892124,0.00007191237,0.1377091,0.00008610887,0.01918913,0.06000111,0.3575146,0.3026379],"study_design_scores_gemma":[0.002131542,0.004582011,0.3286259,0.001495413,0.0001290201,0.0001336538,0.03502022,0.006979376,0.009808091,0.002212391,0.6074815,0.001400907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743434,0.0001029365,0.00008162669,0.001074495,0.002268594,0.0001084453,0.000006079198,0.00003032107,0.02198414],"genre_scores_gemma":[0.9964318,0.000001909415,0.0001545905,0.0001399058,0.0003963837,0.000009733772,0.0000115932,0.000006651192,0.002847474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301237,"threshold_uncertainty_score":0.9905552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201873429341281,"score_gpt":0.3708113977883579,"score_spread":0.348792663494945,"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."}}