{"id":"W3127091541","doi":"","title":"First inventory survey of dominant families (Asteraceae, Fabaceae, Rosaceae, and Lamiaceae) of Lower Tanawal, Pakistan","year":2021,"lang":"en","type":"article","venue":"CyberLeninK (CyberLeninka)","topic":"Ethnobotanical and Medicinal Plants Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lamiaceae; Fabaceae; Floristics; Ethnobotany; Geography; Rosaceae; Botany; Flora (microbiology); Biology; Ecology; Medicinal plants; Species richness","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":[0.0008414944,0.000450682,0.001086825,0.00004226496,0.0003046749,0.00004022962,0.0003820925,0.0002898053,0.0002971453],"category_scores_gemma":[0.0006203614,0.0002148766,0.0002297824,0.0008146637,0.0007208178,0.0002075888,0.0004203945,0.0003616474,0.00001486718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994629,"about_ca_system_score_gemma":0.00006322909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481876,"about_ca_topic_score_gemma":0.03387351,"domain_scores_codex":[0.9966833,0.000303862,0.001000586,0.0007391203,0.0006545672,0.0006185822],"domain_scores_gemma":[0.9969051,0.0014434,0.0004688808,0.0002591308,0.0006391235,0.0002843007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001408396,0.001724688,0.6728744,0.0006936979,0.0006913062,0.0003913477,0.003516133,0.00002296001,0.2444309,0.001896331,0.0105871,0.06176271],"study_design_scores_gemma":[0.001096026,0.000981829,0.9439776,0.0006332038,0.0001183024,0.00007355148,0.004623732,0.00005593321,0.01507617,0.0002303879,0.03244254,0.0006907108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885513,0.006674713,0.000006021036,0.0007159088,0.0004416232,0.0003401063,0.0004243512,0.00004567044,0.002800266],"genre_scores_gemma":[0.9928649,0.003829679,0.0002046916,0.0001384167,0.0001304124,0.00002566429,0.0001284922,0.000007072691,0.002670692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711032,"threshold_uncertainty_score":0.9837558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545930988026934,"score_gpt":0.2492129633115407,"score_spread":0.2237536534312713,"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."}}