{"id":"W4327632729","doi":"10.5281/zenodo.7742538","title":"8 Types Of Bears Compared - Identification Information","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Computer science; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009244811,0.0005356667,0.0005275888,0.004693262,0.001093904,0.0008525057,0.000915216,0.0005114653,0.117578],"category_scores_gemma":[0.00315125,0.0002323352,0.0004668839,0.00368549,0.0001919575,0.001209674,0.001232526,0.0004358723,0.04011673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578795,"about_ca_system_score_gemma":0.0007115707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995533,"about_ca_topic_score_gemma":0.004351012,"domain_scores_codex":[0.9983406,0.0002055642,0.0002586413,0.0003682346,0.000560632,0.0002663297],"domain_scores_gemma":[0.998073,0.0002834022,0.0004278155,0.0003514228,0.0007153843,0.0001489276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002644401,0.000515479,0.3531042,0.001153,0.0001703243,0.002542145,0.002181653,0.0006155078,0.003626265,0.009774431,0.2987064,0.3249663],"study_design_scores_gemma":[0.0001424613,0.0003574192,0.3274212,0.0005498526,0.0001736722,0.004736619,0.002358034,0.0007078163,0.004262727,0.003584257,0.6556131,0.00009275511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2103469,0.003076021,0.00578085,0.001023399,0.001417342,0.001464033,0.4826766,0.001014073,0.2932007],"genre_scores_gemma":[0.3776299,0.002708338,0.0115634,0.0009634326,0.000656879,0.002072742,0.4407597,0.0004272518,0.1632184],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.117578,"threshold_uncertainty_score":0.3933377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472684271477233,"score_gpt":0.2485086144579663,"score_spread":0.203781771743194,"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."}}