{"id":"W3137434258","doi":"10.1111/cobi.13707","title":"Invasion Culturomics and iEcology","year":2021,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science; Content (measure theory); Information retrieval; Geography; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000999156,0.0003281019,0.0002209691,0.002574366,0.001642767,0.005071712,0.0005621915,0.0007726159,0.03925914],"category_scores_gemma":[0.003166494,0.0001386341,0.0001622872,0.002095815,0.003897184,0.002348499,0.002141016,0.001106714,0.002964349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128142,"about_ca_system_score_gemma":0.001163183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743985,"about_ca_topic_score_gemma":0.00789496,"domain_scores_codex":[0.9993362,0.00025373,0.00002949117,0.0001050063,0.0001838113,0.00009171262],"domain_scores_gemma":[0.9981299,0.0005212744,0.0003427318,0.0002147733,0.0003175021,0.0004739669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001348707,0.0001366582,0.025737,0.0004330181,0.00002187159,0.0006886183,0.008348824,0.0003036059,0.002917012,0.6396278,0.04761485,0.274036],"study_design_scores_gemma":[0.00001834382,0.000109906,0.06955525,0.0005484783,0.00002074002,0.001340717,0.01678873,0.0009003587,0.001519062,0.1546738,0.7544754,0.00004908916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07085268,0.01909143,0.00478727,0.01952045,0.001962195,0.00005622068,0.0005536139,0.0001324039,0.8830437],"genre_scores_gemma":[0.7765399,0.01603464,0.003504421,0.001790844,0.001477711,0.00008416841,0.0004832811,0.0001005504,0.1999845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03925914,"threshold_uncertainty_score":0.1313349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652945701127487,"score_gpt":0.3366626150832568,"score_spread":0.2601331580719819,"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."}}