{"id":"W6922317072","doi":"10.11575/prism/39464","title":"The Native Bee Fauna and its Floral Relations in The City of Calgary, Alberta","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Native plant; Fauna; Species richness; Biodiversity; Introduced species; Pollinator; Habitat; Citizen science","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":[0.0004158767,0.0003135614,0.0002582306,0.001952881,0.003843165,0.002361389,0.001246966,0.0003389777,0.003154727],"category_scores_gemma":[0.0008464024,0.0002400876,0.0002146473,0.004442178,0.001333296,0.0004086346,0.001640567,0.0005906513,0.0003579482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02583059,"about_ca_system_score_gemma":0.01660558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887092,"about_ca_topic_score_gemma":0.996476,"domain_scores_codex":[0.9994686,0.00005003076,0.00001311569,0.00008602901,0.0001821474,0.0002000563],"domain_scores_gemma":[0.9993967,0.00006940108,0.00007062669,0.00002839021,0.0002804871,0.0001544058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812757,0.0001338206,0.7677507,0.0005409974,0.0001792634,0.002763681,0.03338274,0.0008786398,0.002784221,0.002048513,0.01977296,0.1694832],"study_design_scores_gemma":[0.000005850578,0.00001704039,0.9635168,0.00009625669,0.00001940921,0.0002175038,0.02278149,0.0001572409,0.0001067228,0.0000946447,0.01297041,0.00001667056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650603,0.006183188,0.0003340376,0.00172925,0.00006954621,0.000117335,0.002883846,0.00003075928,0.02359168],"genre_scores_gemma":[0.9763048,0.005645532,0.001038419,0.0008454616,0.00003830994,0.00006889525,0.001819844,0.0000271276,0.01421156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02583059,"threshold_uncertainty_score":0.1874149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596701892433334,"score_gpt":0.271928575942001,"score_spread":0.2159615570176677,"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."}}