{"id":"W7003880398","doi":"","title":"9781350266971.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neoliberalism (international relations); Meritocracy; Context (archaeology); Curriculum; Music education; Higher education; The arts","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005027743,0.0009280457,0.0006026088,0.002078749,0.001163797,0.008164851,0.001056518,0.00137888,0.860696],"category_scores_gemma":[0.002144241,0.0004867527,0.0005394365,0.003640057,0.0005868255,0.00341739,0.003101557,0.001633298,0.8311753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007796747,"about_ca_system_score_gemma":0.0009609304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658658,"about_ca_topic_score_gemma":0.002197023,"domain_scores_codex":[0.9994997,0.00005255632,0.00002977128,0.00007932007,0.000290703,0.00004797874],"domain_scores_gemma":[0.9990415,0.000252003,0.0000518403,0.0001462666,0.0003197262,0.000188615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002696877,0.00003272549,0.0001411744,0.0002747633,0.000004275266,0.00005682596,0.0001456421,0.00006650727,0.000455544,0.005742172,0.7339338,0.2591196],"study_design_scores_gemma":[0.000001972579,0.000004157267,0.0001548462,0.00006711255,8.175549e-7,0.00004103756,0.00004192125,0.0000149511,0.00006464234,0.000342969,0.9992631,0.000002463484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002142699,0.0008429937,0.0008110381,0.0004321205,0.001145194,0.0000368193,0.002029357,0.0009317479,0.9935566],"genre_scores_gemma":[0.0006533404,0.000734376,0.0004841603,0.0001662071,0.0001446545,0.00003289974,0.001476126,0.0005178517,0.9957903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.139304,"threshold_uncertainty_score":0.1987002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860634148920492,"score_gpt":0.328843446583991,"score_spread":0.2902371050947861,"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."}}