{"id":"W6975087255","doi":"10.5886/gjdrpe","title":"Survey of wild bees in central Alberta – 2018","year":2023,"lang":"en","type":"dataset","venue":"Canadensys","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Habitat; Boreal; Range (aeronautics); Grassland; Taiga","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002785178,0.0002835409,0.0001628362,0.001976943,0.001916961,0.0008045983,0.0009088031,0.0002021308,0.00241448],"category_scores_gemma":[0.0002875619,0.0002294818,0.0001257445,0.002345742,0.0003683674,0.0001463506,0.0005023312,0.0003460004,0.000567907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009948862,"about_ca_system_score_gemma":0.007456651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9635517,"about_ca_topic_score_gemma":0.9919894,"domain_scores_codex":[0.9997382,0.000009698644,0.000006784642,0.00003685534,0.0001359454,0.00007255457],"domain_scores_gemma":[0.9995158,0.00001980599,0.00006159752,0.00001411499,0.0002746916,0.000114115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005420239,0.0002178315,0.8307503,0.0003133377,0.0001014832,0.001605491,0.007869991,0.0004286997,0.01349809,0.0006877723,0.02431634,0.1196686],"study_design_scores_gemma":[0.000007794125,0.00002795201,0.973205,0.00004294052,0.00001038101,0.000113282,0.002143475,0.0001689278,0.0003393689,0.00002375933,0.02390875,0.00000834825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9613493,0.003533164,0.0003821757,0.0003137435,0.00003593793,0.0001663485,0.009425784,0.0001037009,0.02468979],"genre_scores_gemma":[0.9442293,0.00320963,0.002827646,0.000603595,0.00003928318,0.0001544507,0.01382972,0.000035156,0.03507133],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.0364483,"threshold_uncertainty_score":0.07332587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620237465182134,"score_gpt":0.2738400084264708,"score_spread":0.2376376337746494,"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."}}