{"id":"W4411657614","doi":"10.51847/lgtdh8k","title":"10.51847/lgTdh8k","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Geography; Diversity (politics); Forestry; Socioeconomics; Environmental protection; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004114733,0.001149879,0.0006272421,0.001391388,0.001035231,0.002455724,0.0009803459,0.002371796,0.9212847],"category_scores_gemma":[0.0005304086,0.0003189748,0.0004342758,0.001400066,0.0007124355,0.001374425,0.001903965,0.001138774,0.9417282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000930919,"about_ca_system_score_gemma":0.0004913299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403333,"about_ca_topic_score_gemma":0.00192967,"domain_scores_codex":[0.9996632,0.00003349768,0.00002391584,0.0001195863,0.00008626976,0.00007349932],"domain_scores_gemma":[0.9994122,0.00009449328,0.0000406777,0.0001105135,0.0001409486,0.0002012806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004929276,0.0003977306,0.002631511,0.0002933127,0.00001816342,0.0005186075,0.000145873,0.0003972189,0.01202015,0.002823694,0.2157493,0.7645116],"study_design_scores_gemma":[0.0001144516,0.0001135727,0.004749516,0.000178303,0.00001480537,0.0008178445,0.0002277787,0.0006068681,0.002310495,0.001527372,0.9893147,0.00002439755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008708764,0.001425633,0.003670506,0.00280787,0.001302605,0.0001596892,0.005397585,0.005527034,0.9710004],"genre_scores_gemma":[0.01059271,0.000341826,0.002117582,0.0008069095,0.0001478035,0.00006823474,0.002760511,0.0004378199,0.9827266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07871526,"threshold_uncertainty_score":0.1122778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007030221407695466,"score_gpt":0.2110552709881868,"score_spread":0.2040250495804913,"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."}}