{"id":"W1997704387","doi":"10.1139/x07-049","title":"A novel rapid sampling method for pinewood nematode, <i>Bursaphelenchus xylophilus</i> (Nematoda: Parasitaphelenchidae)","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China; European Commission","keywords":"Bursaphelenchus xylophilus; Monochamus alternatus; Quarantine; Nematode; Biology; PEST analysis; Longhorn beetle; Botany; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004216327,0.0001843582,0.0003730123,0.0002545478,0.0008134185,0.0002219367,0.0005904831,0.0001132525,0.0002116537],"category_scores_gemma":[0.0004662774,0.00008632072,0.0002191159,0.001000518,0.0001414308,0.0002378594,0.00005077307,0.0003583132,0.00001390487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009711445,"about_ca_system_score_gemma":0.000174032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640906,"about_ca_topic_score_gemma":0.09288114,"domain_scores_codex":[0.9975088,0.00008048724,0.0006339602,0.0002555494,0.0005566192,0.0009646277],"domain_scores_gemma":[0.9969811,0.0009601628,0.0002476464,0.0000924203,0.001031359,0.0006872667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008059709,0.0004800859,0.2635935,0.0004571392,0.0007814712,0.0003985174,0.001991107,0.0001306653,0.2624159,0.04964497,0.04280037,0.3765003],"study_design_scores_gemma":[0.001539848,0.001311488,0.7329111,0.0003825478,0.00007090985,0.0003096555,0.004379934,0.0001285165,0.002703221,0.007558353,0.2480773,0.0006270453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712223,0.0009661387,0.02030677,0.003999345,0.0003583968,0.0006599684,0.0000634309,0.00001780255,0.002405812],"genre_scores_gemma":[0.9911397,0.0001002674,0.007125247,0.0002978742,0.0009585305,0.00001779456,0.00003363682,0.000005112956,0.000321879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4693176,"threshold_uncertainty_score":0.9236714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078274099773242,"score_gpt":0.3579678552432186,"score_spread":0.2501404452658944,"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."}}