{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001598603,0.0001123623,0.0001616704,0.00005520094,0.0001552508,0.0001067167,0.0004092653,0.0001061869,0.01236902],"category_scores_gemma":[0.00005986438,0.00006948173,0.00002319612,0.00002837633,0.0002866009,0.00004214261,0.0002144374,0.0002574589,0.00004418533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001596267,"about_ca_system_score_gemma":0.00002011376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965848,"about_ca_topic_score_gemma":0.06755264,"domain_scores_codex":[0.9994025,0.00006910598,0.0001432527,0.0001835445,0.0000915442,0.0001100408],"domain_scores_gemma":[0.9994427,0.0002008997,0.0001456524,0.0001934137,0.000007012509,0.00001035166],"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":[0.00003407903,0.0002468419,0.004375901,0.00004144709,0.0005183877,0.00005888732,0.114191,0.000002101386,0.00005032102,0.3340458,0.5129936,0.03344167],"study_design_scores_gemma":[0.0001361265,0.00001803291,0.000967264,0.00009545335,0.00002247409,0.000001754988,0.003337577,0.00001598833,0.0000160768,0.0001930733,0.9951071,0.00008905101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01023179,0.002061281,9.771828e-7,0.0006078755,0.00008194786,0.0004541852,0.00006601575,0.000001431655,0.9864945],"genre_scores_gemma":[0.05696855,0.00007178813,0.00008403126,0.00003092606,0.0000608331,0.0000312844,0.00004657964,0.00004155192,0.9426644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4821135,"threshold_uncertainty_score":0.9885338,"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."}}