{"id":"W4385812075","doi":"10.33915/etd.12125","title":"The Birds and The Bees and The Willows: Understanding the reproductive biology of Salix nigra Marsh.","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Anemophily; Pollination; Willow; Ovule; Pollen; Salicaceae; Population; Botany; Pollinator; Salix viminalis; Zoophily; Woody plant; Ecology","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":[0.0002325469,0.0002157638,0.0001603974,0.000411746,0.0004903383,0.0005767637,0.0003985433,0.0005069147,0.0009820196],"category_scores_gemma":[0.0002552419,0.0001245638,0.0001490623,0.0001947847,0.0005578553,0.001609624,0.0004946841,0.0004060901,0.0001764442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215544,"about_ca_system_score_gemma":0.00037088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149479,"about_ca_topic_score_gemma":0.04960271,"domain_scores_codex":[0.9999427,0.00001208546,0.000002646471,0.00001375622,0.00001188699,0.00001693994],"domain_scores_gemma":[0.9998655,0.00002585912,0.00004491822,0.000008037634,0.00001498966,0.00004055996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374825,0.0002882003,0.6502099,0.0005864218,0.0001203827,0.00175887,0.01126755,0.0006346491,0.07910195,0.004781251,0.004660371,0.2464529],"study_design_scores_gemma":[0.000001688195,0.00009884223,0.9816738,0.00005496082,0.00001289418,0.0003245957,0.002787597,0.0005212243,0.0003328302,0.0008925191,0.01329003,0.000008918141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559446,0.02983793,0.001102865,0.004943892,0.00005587771,0.00002305641,0.0001269298,0.00002215166,0.007942706],"genre_scores_gemma":[0.9848307,0.01005572,0.001323441,0.001084084,0.0001331398,0.00001389768,0.0001039412,0.000004776231,0.002450238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149479,"threshold_uncertainty_score":0.02285576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0562055779921523,"score_gpt":0.2459446811564613,"score_spread":0.189739103164309,"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."}}