{"id":"W4361190151","doi":"10.1101/pdb.prot108302","title":"Assessment of Mosquito Pollination","year":2023,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pollination; Nectar; Biology; Pollinator; Ecology; Pollen","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007503701,0.0006042125,0.0005048417,0.00172132,0.0005962651,0.0006157063,0.0004480125,0.0008488338,0.004856014],"category_scores_gemma":[0.0007983673,0.0002631407,0.0004618682,0.0008518557,0.000392033,0.0005066893,0.0007444498,0.001600808,0.002282053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406446,"about_ca_system_score_gemma":0.0003065711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167714,"about_ca_topic_score_gemma":0.002603813,"domain_scores_codex":[0.9991492,0.0001181497,0.00008595551,0.0001980507,0.0003300959,0.0001185135],"domain_scores_gemma":[0.9993095,0.0001449528,0.00009454091,0.00005967251,0.0002842888,0.0001070611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003051934,0.0001600896,0.0204907,0.0006571839,0.00007934294,0.0002479655,0.0006869392,0.0002528936,0.9521028,0.00121598,0.002107916,0.021693],"study_design_scores_gemma":[0.000057512,0.002500473,0.363119,0.0002762954,0.0002295771,0.001496471,0.001183811,0.005527105,0.5805137,0.001763566,0.04322229,0.0001101579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8072366,0.009041361,0.09092405,0.0003524915,0.0003741704,0.002739698,0.01620751,0.00101653,0.0721077],"genre_scores_gemma":[0.8277973,0.007506426,0.09782559,0.0006848717,0.0000966297,0.004104918,0.01564358,0.0003459126,0.04599481],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004856014,"threshold_uncertainty_score":0.01624501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823179345703377,"score_gpt":0.3051275985784491,"score_spread":0.2268958051214154,"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."}}