{"id":"W1789698003","doi":"10.1139/cjb-2013-0166","title":"The microbial ecology of flowers: an emerging frontier in phyllosphere research","year":2014,"lang":"en","type":"article","venue":"Botany","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"Life Sciences Research Foundation; Gordon and Betty Moore Foundation","keywords":"Phyllosphere; Biology; Ecology; Pollinator; Ecological niche; Microbial ecology; Epiphyte; Habitat; Pollination; Pollen; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009981332,0.0002639523,0.0008685564,0.001396258,0.0005651658,0.002287166,0.0003141937,0.0008487675,0.0008509074],"category_scores_gemma":[0.0008264872,0.0001302299,0.0003065624,0.001108752,0.001018519,0.002260928,0.0008922457,0.0006713981,0.0002248897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640489,"about_ca_system_score_gemma":0.0007445308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107884,"about_ca_topic_score_gemma":0.002293275,"domain_scores_codex":[0.9996879,0.00008824124,0.00002553726,0.0000768879,0.00007239839,0.00004903759],"domain_scores_gemma":[0.9991111,0.0005236263,0.0001388113,0.00003581454,0.0001003507,0.00009030331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003711875,0.00008032888,0.03490127,0.008126628,0.0001598369,0.001300879,0.00297897,0.0007165796,0.1448293,0.01474169,0.003440225,0.7883531],"study_design_scores_gemma":[0.00002764197,0.001160625,0.2700478,0.005962789,0.0003471916,0.00662636,0.01398819,0.002328626,0.046978,0.06026766,0.592012,0.0002530931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06433884,0.9215763,0.004391009,0.005666307,0.000184309,0.00001004149,0.0001091051,0.00002992353,0.003694181],"genre_scores_gemma":[0.2076525,0.7812487,0.00764756,0.00159064,0.0006795721,0.00001480853,0.0001101317,0.00001709646,0.001038939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002287166,"threshold_uncertainty_score":0.005278707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612305736506735,"score_gpt":0.2767044677409961,"score_spread":0.2154738940903226,"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."}}