{"id":"W6892257516","doi":"10.5061/dryad.vhhmgqnvj","title":"Commodity canola insect visitation","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; University of Lethbridge; University of Calgary","funders":"Alberta Crop Industry Development Fund","keywords":"Foraging; Canola; Commodity; Optimal foraging theory; Ideal free distribution; Distribution (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001682894,0.0002256045,0.000185272,0.001007678,0.0003507939,0.0005018926,0.0003175233,0.0002433581,0.003872589],"category_scores_gemma":[0.001053223,0.0001168855,0.0002616721,0.00110447,0.00009986497,0.000328558,0.0002157329,0.000187641,0.0005513314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149615,"about_ca_system_score_gemma":0.0003211125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03910125,"about_ca_topic_score_gemma":0.0932182,"domain_scores_codex":[0.9998726,0.00002719917,0.00000609236,0.00003699951,0.00003796746,0.00001907882],"domain_scores_gemma":[0.9995632,0.0002078434,0.00005676836,0.00005359498,0.00007822052,0.00004045588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005394319,0.0002274949,0.6698104,0.0002531893,0.0002858791,0.0005681866,0.0006003078,0.2752274,0.005540053,0.003173936,0.008543601,0.03523004],"study_design_scores_gemma":[0.00008285698,0.0002172556,0.5690253,0.00003842529,0.0001017725,0.0005017095,0.0005706411,0.4075337,0.003199092,0.00135242,0.01730636,0.00007045735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9867733,0.0001057339,0.0005120187,0.00004294397,0.000003989584,0.00002305585,0.005697687,0.00008816119,0.006753165],"genre_scores_gemma":[0.9932109,0.00008196204,0.0009378081,0.00001054638,0.000001664894,0.00002982375,0.004261767,0.00001229195,0.001453388],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03910125,"threshold_uncertainty_score":0.07774729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08235154058792439,"score_gpt":0.3513001160675098,"score_spread":0.2689485754795854,"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."}}