{"id":"W4400429204","doi":"10.3398/064.084.0102","title":"Habitat Characteristics of Botrychium Species in the Castle Region, Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Western North American Naturalist","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Habitat; Geography; Botany; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002067755,0.0002461479,0.0002917984,0.00213237,0.001857815,0.0008458457,0.0008045374,0.0001966683,0.002330402],"category_scores_gemma":[0.000416996,0.0001915756,0.0002215429,0.002840736,0.0004399987,0.0002119613,0.0004609351,0.0002045531,0.0003060516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008267011,"about_ca_system_score_gemma":0.005605072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860286,"about_ca_topic_score_gemma":0.9978191,"domain_scores_codex":[0.9997813,0.00001784567,0.000009715245,0.00003259584,0.00006702745,0.00009150905],"domain_scores_gemma":[0.9994566,0.00003627747,0.00008313638,0.00001279682,0.0002475321,0.0001635956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002607672,0.00006523167,0.9734983,0.0001038183,0.00007961237,0.0003826474,0.002784175,0.0003402189,0.004549426,0.0002802433,0.002042481,0.01561308],"study_design_scores_gemma":[0.000002582285,0.00000826091,0.9973056,0.00001561061,0.000007406423,0.00006841547,0.001771363,0.0000861992,0.00005590424,0.000009424911,0.0006656294,0.000003650925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955969,0.0005575024,0.0000507749,0.00003209717,0.00000415324,0.0000130086,0.001135887,0.0000069916,0.002602696],"genre_scores_gemma":[0.996343,0.000327929,0.000207468,0.00002867686,0.00000142294,0.000008293102,0.0009626771,0.000004130297,0.002116403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397139,"threshold_uncertainty_score":0.0599817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341916682133132,"score_gpt":0.207297583775113,"score_spread":0.1938784169537816,"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."}}