{"id":"W4283022250","doi":"10.1002/pan3.10368","title":"Connecting people, plants and place: A native plant society's journey towards a community of practice","year":2022,"lang":"en","type":"article","venue":"People and Nature","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Native plant; Outreach; Plant community; Sustainability; Plant species; Geography; Ecology; Introduced species; Environmental planning; Sociology; Agroforestry; Political science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001004116,0.00009599572,0.0001719397,0.00005084642,0.0007468116,0.00002140024,0.0001364597,0.0001114767,0.0002655262],"category_scores_gemma":[0.0002263104,0.00008501283,0.00003135025,0.0002280832,0.00002715328,0.0001356991,0.0001401125,0.001278518,0.000001432503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002148731,"about_ca_system_score_gemma":0.00006866606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981677,"about_ca_topic_score_gemma":0.001448121,"domain_scores_codex":[0.9989627,0.0003714059,0.000134508,0.0001668839,0.0001955095,0.0001690118],"domain_scores_gemma":[0.9984968,0.001105288,0.0001778086,0.0001087872,0.0000485168,0.00006280581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001005806,0.0006194427,0.01526149,0.00007796133,0.0001830803,0.00001139895,0.9502831,0.00001199885,0.000387652,0.002456936,0.02679373,0.002907409],"study_design_scores_gemma":[0.0009330041,0.000841373,0.2072566,0.00002674848,0.00005479176,0.001775852,0.7693135,0.0004219892,0.0001050514,0.0003407629,0.01868104,0.0002492523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924163,0.002157075,0.000007962774,0.001944268,0.0004099499,0.0001313855,0.0003819012,0.00001644244,0.002534668],"genre_scores_gemma":[0.9986812,0.0002073981,0.0001429774,0.000658136,0.00005987259,0.00001504458,0.00008220805,0.000005940451,0.0001471818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919951,"threshold_uncertainty_score":0.5743947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739910654309535,"score_gpt":0.3376356187097251,"score_spread":0.3102365121666297,"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."}}