{"id":"W7041247084","doi":"","title":"9780429590788.pdf","year":2020,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Public engagement; Citizen journalism; Citizen science; Cultural heritage management; Science communication; Community engagement; Public participation; Democratization","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":[],"category_scores_codex":[0.0007228368,0.0009407475,0.0005554307,0.002135785,0.001462682,0.01138956,0.001156705,0.00211814,0.8303524],"category_scores_gemma":[0.002398042,0.000469893,0.0005140253,0.004060807,0.0008325585,0.005406754,0.004648703,0.002002638,0.8296947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093609,"about_ca_system_score_gemma":0.001180915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909354,"about_ca_topic_score_gemma":0.00279186,"domain_scores_codex":[0.9993922,0.00008893143,0.00003621809,0.00009818581,0.0003164503,0.0000680169],"domain_scores_gemma":[0.9988808,0.000285969,0.00006205581,0.0001600307,0.0003343105,0.0002767694],"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":[0.00002555619,0.00003316429,0.000182092,0.0002548389,0.000003730552,0.00007145876,0.0002003315,0.00008456958,0.000383445,0.01169893,0.6962061,0.2908558],"study_design_scores_gemma":[0.000001496014,0.000003283383,0.00009997541,0.00007607462,6.115297e-7,0.00003448412,0.00005122422,0.00001519193,0.00004265003,0.0004902104,0.9991824,0.000002420066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001910138,0.0008111927,0.0007154464,0.0004730515,0.0006159948,0.00002567323,0.001145853,0.0006087196,0.995413],"genre_scores_gemma":[0.0008071291,0.0009032247,0.0004532636,0.0001621586,0.00009381385,0.00003051524,0.001013604,0.000443074,0.9960933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8303524,"threshold_uncertainty_score":0.2419817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148781622616271,"score_gpt":0.2418685122972531,"score_spread":0.2303806960710904,"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."}}