{"id":"W2945163683","doi":"","title":"Integrated Conservation of Native Orchids","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006930689,0.00009420705,0.0001608908,0.00005942402,0.0006425721,0.0000332034,0.0004229974,0.00007388904,0.0002371601],"category_scores_gemma":[0.0001626389,0.0000450382,0.00004525805,0.0009880938,0.0008488271,0.0001598687,0.0003772042,0.0002146116,0.00002584267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223434,"about_ca_system_score_gemma":0.00002399141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002445693,"about_ca_topic_score_gemma":0.002989965,"domain_scores_codex":[0.9988501,0.00006065222,0.0001157835,0.0002717714,0.0003797487,0.0003219408],"domain_scores_gemma":[0.9980721,0.0001811451,0.00007317956,0.00002578784,0.001570781,0.00007697161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114439,0.0003503058,0.9090858,0.00002363301,0.000148887,0.000007384069,0.001130013,3.106311e-8,0.0598961,0.003524733,0.02166675,0.003854875],"study_design_scores_gemma":[0.0002286929,0.001056762,0.8093242,0.00002350161,0.000008450884,9.148212e-7,0.04011792,0.00001548325,0.002981201,0.0002180997,0.1459266,0.00009817319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572941,0.00001402006,0.00000156299,0.002298241,0.00004247249,0.0003308915,0.00001724613,0.00003997487,0.03996147],"genre_scores_gemma":[0.9956932,0.00004634264,0.0000811508,0.00004784891,0.0001099061,0.000002461701,0.000001768429,5.760618e-7,0.004016726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242598,"threshold_uncertainty_score":0.494221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206865174029881,"score_gpt":0.3239990673566846,"score_spread":0.2033125499536965,"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."}}